You can deploy this model and start earning money today!

mfly-auton/
suas-2025-rtdetr-finetuned-e50-b16-lr1e-5

Name: suas-2025-rtdetr-finetuned-e50-b16-lr1e-5
Availability: InStock

generated_from_trainer

Views

No views yet

suas-2025-rtdetr-finetuned-e50-b16-lr1e-5

This model is a fine-tuned version of PekingU/rtdetr_r50vd on the mfly-auton/suas-2025-synthetic-data dataset. It achieves the following results on the evaluation set:

Loss: 5.1922
Map: 0.848
Map 50: 0.9654
Map 75: 0.9497
Map Small: 0.7323
Map Medium: 0.8702
Map Large: 0.9603
Mar 1: 0.7848
Mar 10: 0.8983
Mar 100: 0.9079
Mar Small: 0.8094
Mar Medium: 0.9289
Mar Large: 0.9849
Map Baseball-bat: 0.7866
Mar 100 Baseball-bat: 0.906
Map Basketball: 0.8183
Mar 100 Basketball: 0.8576
Map Car: -1.0
Mar 100 Car: -1.0
Map Football: 0.623
Mar 100 Football: 0.7297
Map Human: 0.9109
Mar 100 Human: 0.9522
Map Luggage: 0.826
Mar 100 Luggage: 0.9096
Map Mattress: 0.9878
Mar 100 Mattress: 0.9977
Map Motorcycle: 0.9319
Mar 100 Motorcycle: 0.9564
Map Skis: 0.9199
Mar 100 Skis: 0.9703
Map Snowboard: 0.9883
Mar 100 Snowboard: 0.9951
Map Soccer-ball: 0.7476
Mar 100 Soccer-ball: 0.8144
Map Stop-sign: 0.9339
Mar 100 Stop-sign: 0.9612
Map Tennis-racket: 0.7812
Mar 100 Tennis-racket: 0.8845
Map Umbrella: 0.9107
Mar 100 Umbrella: 0.9553
Map Volleyball: 0.7061
Mar 100 Volleyball: 0.8208

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 1e-05
train_batch_size: 16
eval_batch_size: 32
seed: 1337
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 50.0
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Map	Map 50	Map 75	Map Small	Map Medium	Map Large	Mar 1	Mar 10	Mar 100	Mar Small	Mar Medium	Mar Large	Map Baseball-bat	Mar 100 Baseball-bat	Map Basketball	Mar 100 Basketball	Map Car	Mar 100 Car	Map Football	Mar 100 Football	Map Human	Mar 100 Human	Map Luggage	Mar 100 Luggage	Map Mattress	Mar 100 Mattress	Map Motorcycle	Mar 100 Motorcycle	Map Skis	Mar 100 Skis	Map Snowboard	Mar 100 Snowboard	Map Soccer-ball	Mar 100 Soccer-ball	Map Stop-sign	Mar 100 Stop-sign	Map Tennis-racket	Mar 100 Tennis-racket	Map Umbrella	Mar 100 Umbrella	Map Volleyball	Mar 100 Volleyball
35.8209	1.0	438	15.8634	0.0876	0.1207	0.0954	0.0341	0.0699	0.1699	0.1692	0.3326	0.351	0.1466	0.3498	0.5102	0.008	0.2188	0.0904	0.4045	-1.0	-1.0	0.0035	0.173	0.2131	0.5707	0.0186	0.3735	0.5333	0.8459	0.1433	0.563	0.0	0.0	0.1018	0.6519	0.0005	0.0609	0.0231	0.4522	0.0001	0.0642	0.0902	0.5279	0.0	0.0076
18.2866	2.0	876	9.8698	0.5172	0.6033	0.5814	0.4216	0.4913	0.736	0.5753	0.7757	0.788	0.579	0.8343	0.9339	0.1171	0.7353	0.6	0.7434	-1.0	-1.0	0.3336	0.5407	0.7746	0.8705	0.7531	0.8718	0.9033	0.9978	0.7636	0.8722	0.0416	0.9446	0.9059	0.9818	0.2723	0.491	0.6344	0.8425	0.0891	0.6202	0.8002	0.9216	0.2522	0.5985
11.1872	3.0	1314	9.9933	0.7022	0.7977	0.7831	0.5061	0.7248	0.7949	0.6809	0.8179	0.8252	0.622	0.8734	0.9592	0.5039	0.8168	0.6697	0.7486	-1.0	-1.0	0.4155	0.5517	0.7932	0.8865	0.8129	0.9082	0.9436	0.9951	0.8345	0.919	0.8335	0.9658	0.9638	0.9864	0.4472	0.5874	0.795	0.931	0.4851	0.6689	0.8576	0.9445	0.4748	0.6424
9.4801	4.0	1752	9.8496	0.7498	0.8473	0.8302	0.5563	0.7902	0.9327	0.712	0.8431	0.8502	0.6738	0.8928	0.9778	0.6015	0.8549	0.7093	0.7945	-1.0	-1.0	0.4907	0.6149	0.8317	0.9066	0.8325	0.9251	0.9407	0.9977	0.8679	0.928	0.9228	0.9802	0.9647	0.9887	0.5159	0.6224	0.88	0.9525	0.5506	0.713	0.8407	0.9433	0.5486	0.6809
8.6047	5.0	2190	9.9758	0.7961	0.8913	0.8761	0.6228	0.822	0.9407	0.7493	0.8766	0.8843	0.7328	0.9233	0.9855	0.6418	0.8738	0.7478	0.8289	-1.0	-1.0	0.5773	0.6964	0.8557	0.9283	0.8459	0.9353	0.9628	0.9994	0.9032	0.9506	0.9241	0.9866	0.9692	0.9869	0.6213	0.7185	0.9227	0.9701	0.6941	0.8145	0.8709	0.9505	0.6086	0.74
8.0733	6.0	2628	8.9735	0.8271	0.9212	0.9062	0.6807	0.8423	0.955	0.7723	0.8966	0.903	0.7891	0.9315	0.9876	0.7286	0.9073	0.7845	0.8616	-1.0	-1.0	0.6145	0.7379	0.8907	0.9397	0.8647	0.9403	0.9649	0.9984	0.911	0.9537	0.9595	0.9866	0.9689	0.9877	0.6932	0.7815	0.9222	0.9779	0.7176	0.8187	0.8996	0.9654	0.6592	0.7858
7.5839	7.0	3066	7.9987	0.8223	0.9186	0.9028	0.6633	0.8496	0.9498	0.7742	0.8987	0.9059	0.7739	0.9366	0.9893	0.7143	0.9003	0.7687	0.8564	-1.0	-1.0	0.6117	0.7344	0.8951	0.9527	0.8634	0.9432	0.9694	0.9992	0.9208	0.9569	0.9101	0.9782	0.9739	0.9943	0.661	0.7853	0.9409	0.9818	0.7701	0.8637	0.8874	0.9668	0.625	0.7696
7.1392	8.0	3504	7.1608	0.8355	0.9256	0.9125	0.6879	0.8766	0.9497	0.7827	0.9047	0.9115	0.8008	0.9413	0.9748	0.7849	0.9196	0.7918	0.8806	-1.0	-1.0	0.6121	0.745	0.8968	0.9497	0.8698	0.9442	0.9603	0.9963	0.9181	0.9547	0.9387	0.9861	0.9729	0.9893	0.664	0.7835	0.9507	0.9751	0.8094	0.8886	0.8947	0.9652	0.6334	0.7833
6.7601	9.0	3942	6.2561	0.8299	0.9249	0.9129	0.6819	0.8402	0.8921	0.774	0.8971	0.9048	0.7899	0.9314	0.9713	0.7324	0.917	0.7621	0.8533	-1.0	-1.0	0.6202	0.7347	0.8961	0.9481	0.8555	0.934	0.9717	0.9966	0.9125	0.9493	0.9039	0.9584	0.9783	0.9921	0.6866	0.7956	0.9331	0.9723	0.7984	0.8725	0.9043	0.9621	0.6631	0.7811
6.4006	10.0	4380	5.8412	0.8448	0.9414	0.9317	0.6998	0.8692	0.9526	0.7849	0.9029	0.9103	0.8009	0.9361	0.9735	0.7928	0.9195	0.7756	0.8569	-1.0	-1.0	0.6622	0.7649	0.8988	0.9478	0.8512	0.9228	0.9712	0.9956	0.9167	0.9501	0.9128	0.9713	0.9824	0.9922	0.6962	0.7799	0.9632	0.9885	0.806	0.8865	0.9035	0.9634	0.6953	0.8049
6.1178	11.0	4818	5.5940	0.845	0.9454	0.9347	0.71	0.8808	0.9531	0.7831	0.9049	0.9122	0.7997	0.9421	0.9756	0.7937	0.9242	0.7786	0.8569	-1.0	-1.0	0.6473	0.7514	0.9098	0.9538	0.8691	0.931	0.9736	0.9981	0.9145	0.9512	0.9076	0.9797	0.9805	0.9925	0.7181	0.8018	0.9571	0.9802	0.7853	0.8865	0.9027	0.9635	0.692	0.8
5.9386	12.0	5256	5.3809	0.8534	0.9525	0.9444	0.7349	0.8539	0.9484	0.7875	0.9079	0.9155	0.8192	0.9334	0.9716	0.8116	0.9208	0.8033	0.8765	-1.0	-1.0	0.6798	0.7668	0.9081	0.9556	0.8555	0.9195	0.9766	0.9977	0.9123	0.9477	0.8838	0.9708	0.9792	0.9911	0.7488	0.8257	0.9397	0.9718	0.8181	0.885	0.9005	0.9612	0.7304	0.8267
5.8369	13.0	5694	5.3334	0.853	0.9537	0.9441	0.7272	0.875	0.9533	0.7879	0.906	0.9115	0.806	0.9409	0.9737	0.8282	0.9229	0.7937	0.86	-1.0	-1.0	0.6648	0.75	0.9043	0.9555	0.8547	0.9184	0.9863	0.9983	0.92	0.9466	0.8883	0.9782	0.9794	0.9917	0.7238	0.7933	0.9617	0.9737	0.8238	0.8984	0.8977	0.9577	0.7156	0.8159
5.7218	14.0	6132	5.4029	0.8396	0.9499	0.9341	0.6993	0.8734	0.9435	0.779	0.8927	0.9009	0.7897	0.9332	0.965	0.8068	0.9229	0.7721	0.8365	-1.0	-1.0	0.6141	0.722	0.8993	0.9558	0.8525	0.9165	0.9811	0.9978	0.9196	0.9482	0.9045	0.9431	0.9772	0.99	0.6888	0.7807	0.9418	0.967	0.8264	0.887	0.8873	0.9569	0.6837	0.788
5.5868	15.0	6570	5.1404	0.8504	0.961	0.9514	0.7327	0.8765	0.9479	0.7852	0.8991	0.9073	0.8121	0.9349	0.9665	0.8254	0.9228	0.8061	0.8569	-1.0	-1.0	0.6472	0.7285	0.9169	0.9593	0.852	0.9188	0.978	0.9986	0.9107	0.946	0.9011	0.9515	0.978	0.9898	0.726	0.8134	0.9524	0.9723	0.7993	0.8829	0.8936	0.9491	0.7187	0.8125
5.5623	16.0	7008	5.4438	0.855	0.96	0.952	0.7403	0.8612	0.9556	0.7904	0.9026	0.9087	0.8117	0.9247	0.9737	0.8242	0.918	0.8126	0.8562	-1.0	-1.0	0.6598	0.7473	0.8932	0.95	0.8311	0.8984	0.9843	0.9969	0.9204	0.9477	0.9329	0.9822	0.9848	0.9953	0.7209	0.7913	0.95	0.9704	0.8114	0.8834	0.9004	0.9622	0.744	0.8225
5.4745	17.0	7446	5.1975	0.857	0.9606	0.9498	0.739	0.8749	0.8957	0.7922	0.9028	0.9088	0.8031	0.9328	0.9737	0.8173	0.905	0.8466	0.8839	-1.0	-1.0	0.6402	0.7255	0.9153	0.9556	0.8524	0.9213	0.9809	0.9976	0.9189	0.9504	0.9323	0.9723	0.9833	0.9937	0.735	0.8	0.9525	0.9782	0.7967	0.8746	0.9147	0.9653	0.7123	0.8002
5.3515	18.0	7884	5.2381	0.8521	0.9594	0.9488	0.7312	0.88	0.9528	0.7895	0.901	0.9099	0.8097	0.9362	0.9698	0.7994	0.914	0.8113	0.8607	-1.0	-1.0	0.6394	0.7319	0.8967	0.9562	0.8352	0.9114	0.9828	0.9989	0.9102	0.9441	0.9371	0.9728	0.9781	0.9912	0.7338	0.8242	0.9528	0.9693	0.8038	0.8782	0.9258	0.9679	0.7228	0.8176
5.3462	19.0	8322	5.3286	0.851	0.9598	0.9462	0.7365	0.8681	0.9496	0.7866	0.9	0.9078	0.8059	0.9304	0.9705	0.799	0.907	0.8204	0.8604	-1.0	-1.0	0.6415	0.7333	0.9	0.9558	0.8441	0.9066	0.9684	0.9965	0.91	0.9469	0.9073	0.9663	0.9839	0.9947	0.7415	0.8149	0.9418	0.9673	0.8066	0.8793	0.9161	0.9706	0.7334	0.8091
5.2452	20.0	8760	5.0850	0.857	0.9632	0.9546	0.7492	0.8794	0.9493	0.7924	0.9039	0.9097	0.8145	0.933	0.9806	0.8174	0.909	0.8249	0.8685	-1.0	-1.0	0.6645	0.7505	0.9029	0.956	0.8472	0.9138	0.9749	0.9933	0.9102	0.9395	0.8949	0.9465	0.9772	0.9903	0.7612	0.8234	0.947	0.9763	0.8026	0.8741	0.9255	0.9682	0.7482	0.8265
5.1599	21.0	9198	5.0505	0.8568	0.9668	0.9558	0.7365	0.8822	0.9564	0.7918	0.9023	0.9105	0.8092	0.9342	0.9733	0.8247	0.9204	0.8211	0.8649	-1.0	-1.0	0.6429	0.7373	0.914	0.9571	0.8436	0.9058	0.986	0.9988	0.9268	0.9521	0.9171	0.9698	0.9846	0.995	0.7372	0.8054	0.9478	0.9751	0.7906	0.8751	0.9252	0.9684	0.733	0.8218
5.0265	22.0	9636	4.8772	0.8581	0.9631	0.9547	0.7454	0.87	0.9563	0.7918	0.9073	0.9153	0.8257	0.9336	0.973	0.8196	0.9196	0.8048	0.8519	-1.0	-1.0	0.66	0.7741	0.9118	0.9569	0.8538	0.9196	0.9842	0.9983	0.9285	0.9524	0.9115	0.9708	0.9812	0.9916	0.7524	0.8267	0.9298	0.9626	0.8163	0.8845	0.9245	0.9708	0.7354	0.8348
5.0769	23.0	10074	5.1876	0.8503	0.9642	0.9532	0.7342	0.8729	0.9541	0.7829	0.8973	0.9037	0.8034	0.9289	0.9696	0.8139	0.9096	0.8207	0.8628	-1.0	-1.0	0.6232	0.7274	0.9103	0.9549	0.8375	0.9062	0.9795	0.9978	0.925	0.9507	0.9009	0.951	0.9882	0.9959	0.7227	0.7841	0.9521	0.976	0.7892	0.8596	0.9103	0.9615	0.7304	0.8145
5.067	24.0	10512	5.0899	0.8576	0.9671	0.952	0.7386	0.8771	0.9618	0.793	0.9039	0.9131	0.8186	0.9318	0.9759	0.818	0.9098	0.8425	0.882	-1.0	-1.0	0.6195	0.7314	0.9078	0.9571	0.8446	0.9191	0.987	0.9974	0.9256	0.9491	0.9503	0.9812	0.9759	0.9895	0.7502	0.8265	0.9583	0.9835	0.8203	0.8829	0.9017	0.9588	0.705	0.8152
5.0013	25.0	10950	4.9919	0.859	0.9682	0.9561	0.7454	0.8821	0.9619	0.7938	0.9056	0.9151	0.823	0.9392	0.9863	0.8247	0.9175	0.8513	0.8848	-1.0	-1.0	0.646	0.7475	0.9076	0.9545	0.855	0.9236	0.9822	0.9971	0.9112	0.946	0.9303	0.9683	0.9836	0.9912	0.7401	0.8147	0.9592	0.9832	0.8187	0.9	0.9109	0.9599	0.7058	0.8233
4.9435	26.0	11388	5.1065	0.8611	0.9673	0.9552	0.7485	0.8803	0.9616	0.7957	0.9072	0.9151	0.8231	0.9334	0.9765	0.821	0.9233	0.8611	0.8912	-1.0	-1.0	0.624	0.7335	0.9133	0.9618	0.8513	0.9212	0.982	0.9972	0.9217	0.9488	0.9462	0.9792	0.983	0.9906	0.7556	0.8165	0.9506	0.9821	0.8198	0.886	0.9061	0.9588	0.7195	0.8216
4.9063	27.0	11826	5.0362	0.8585	0.9699	0.9562	0.739	0.8799	0.9644	0.7938	0.9055	0.9147	0.8204	0.9375	0.9875	0.8074	0.9175	0.8362	0.8709	-1.0	-1.0	0.6333	0.7354	0.9101	0.9594	0.8425	0.9206	0.9866	0.9971	0.9228	0.9513	0.9549	0.9807	0.9849	0.994	0.7379	0.8231	0.9532	0.9765	0.824	0.8891	0.9139	0.9626	0.7116	0.8279
4.8789	28.0	12264	5.0817	0.8545	0.9657	0.9503	0.734	0.8798	0.9582	0.7904	0.9021	0.9109	0.8139	0.9313	0.9728	0.7879	0.9033	0.8316	0.8709	-1.0	-1.0	0.6431	0.7484	0.917	0.9573	0.8387	0.9189	0.9877	0.9989	0.9271	0.9529	0.9354	0.9713	0.9763	0.9891	0.7376	0.8085	0.9447	0.9668	0.804	0.8741	0.9158	0.9634	0.7161	0.8289
4.9181	29.0	12702	5.0919	0.8488	0.9673	0.948	0.7178	0.873	0.9605	0.7847	0.8949	0.9034	0.7972	0.9323	0.9847	0.7899	0.8981	0.8159	0.8578	-1.0	-1.0	0.6114	0.7131	0.9059	0.9516	0.8471	0.9168	0.9877	0.9977	0.9204	0.948	0.9492	0.9723	0.9855	0.9953	0.7195	0.7884	0.95	0.976	0.7906	0.8679	0.9115	0.9573	0.6994	0.8069
4.8989	30.0	13140	5.1016	0.8507	0.9666	0.9511	0.7255	0.8813	0.9506	0.7864	0.8986	0.908	0.8065	0.9344	0.9873	0.7901	0.9063	0.8097	0.8536	-1.0	-1.0	0.6229	0.7297	0.9173	0.9586	0.8372	0.9172	0.9879	0.9983	0.9366	0.9561	0.9276	0.9723	0.984	0.9937	0.7253	0.7979	0.9454	0.9701	0.8037	0.8772	0.9131	0.9588	0.7095	0.8218
4.8752	31.0	13578	5.1597	0.8528	0.9665	0.951	0.7308	0.8796	0.9064	0.7889	0.9006	0.9094	0.8122	0.9348	0.9864	0.8109	0.9149	0.8143	0.8571	-1.0	-1.0	0.6165	0.7272	0.912	0.9566	0.8388	0.9117	0.988	0.9975	0.9322	0.9537	0.9131	0.9693	0.9795	0.9885	0.7523	0.8249	0.9591	0.9791	0.8016	0.8736	0.9114	0.9608	0.7094	0.8174
4.88	32.0	14016	5.1928	0.8506	0.9651	0.9484	0.7205	0.879	0.9698	0.787	0.8998	0.9082	0.802	0.9319	0.9859	0.8161	0.9115	0.7855	0.8301	-1.0	-1.0	0.6275	0.734	0.9035	0.9571	0.8431	0.9229	0.9863	0.9981	0.9287	0.9518	0.9446	0.9762	0.9857	0.9935	0.7377	0.8159	0.9426	0.974	0.8024	0.885	0.9096	0.9579	0.6951	0.8066
4.8312	33.0	14454	5.1171	0.8519	0.9649	0.9485	0.7236	0.8715	0.9092	0.7882	0.9002	0.9094	0.8051	0.9355	0.9867	0.8064	0.915	0.8127	0.8545	-1.0	-1.0	0.6205	0.7302	0.916	0.9617	0.8272	0.9138	0.9875	0.9975	0.9385	0.964	0.93	0.9733	0.9806	0.9887	0.7479	0.8203	0.9445	0.9715	0.8113	0.886	0.9069	0.9543	0.6967	0.8005
4.8807	34.0	14892	5.3542	0.8404	0.9617	0.943	0.707	0.8752	0.9566	0.7792	0.8921	0.9002	0.7871	0.9313	0.9836	0.7855	0.8946	0.7834	0.827	-1.0	-1.0	0.606	0.7162	0.911	0.9558	0.8249	0.9062	0.9872	0.9975	0.9283	0.9561	0.9189	0.9738	0.9808	0.9888	0.7295	0.8	0.9428	0.9665	0.7857	0.8777	0.9002	0.9505	0.6814	0.7924
4.8605	35.0	15330	5.2119	0.8419	0.9631	0.9435	0.7118	0.8611	0.9584	0.7801	0.8937	0.9024	0.7951	0.9301	0.984	0.7704	0.899	0.7955	0.8391	-1.0	-1.0	0.6075	0.7112	0.9101	0.9542	0.8315	0.9119	0.9883	0.9978	0.927	0.9591	0.9161	0.9624	0.9831	0.9912	0.7368	0.8162	0.9422	0.969	0.7839	0.8715	0.912	0.957	0.6815	0.7939
4.8117	36.0	15768	5.1740	0.8494	0.966	0.9498	0.7291	0.8765	0.9572	0.7855	0.8996	0.9089	0.8108	0.9322	0.9845	0.8005	0.9149	0.805	0.8481	-1.0	-1.0	0.618	0.7256	0.9143	0.9551	0.8306	0.9109	0.9893	0.9992	0.9307	0.9599	0.9281	0.9713	0.9845	0.9938	0.7541	0.8267	0.9342	0.9603	0.7892	0.8793	0.9081	0.9577	0.7051	0.8216
4.7775	37.0	16206	5.1906	0.8508	0.9634	0.9476	0.7353	0.8685	0.9041	0.7879	0.9007	0.9088	0.8116	0.9269	0.9865	0.7837	0.9074	0.8018	0.8429	-1.0	-1.0	0.6357	0.7352	0.9186	0.958	0.8262	0.9122	0.9901	0.9993	0.9306	0.9545	0.9192	0.9683	0.9832	0.9934	0.7565	0.8262	0.9417	0.9687	0.7953	0.8777	0.9143	0.9634	0.7136	0.8162
4.7134	38.0	16644	5.1609	0.8506	0.9624	0.9466	0.7367	0.8744	0.9591	0.7873	0.9012	0.9094	0.8137	0.9309	0.986	0.7943	0.9079	0.8112	0.8538	-1.0	-1.0	0.6252	0.7275	0.9138	0.9549	0.8253	0.9112	0.9886	0.9982	0.9295	0.9547	0.911	0.9668	0.9846	0.9927	0.7582	0.8278	0.9478	0.9687	0.7875	0.8777	0.9159	0.9628	0.7157	0.8265
4.7257	39.0	17082	5.1242	0.8509	0.9641	0.9479	0.7398	0.8643	0.961	0.7861	0.8988	0.908	0.8145	0.9255	0.9822	0.7946	0.9008	0.8351	0.8694	-1.0	-1.0	0.6304	0.7366	0.919	0.9576	0.8292	0.9105	0.9872	0.9976	0.9327	0.9553	0.9121	0.9589	0.991	0.9964	0.7371	0.8134	0.938	0.9662	0.785	0.8751	0.9083	0.9523	0.713	0.8211
4.7352	40.0	17520	5.2189	0.8524	0.9633	0.949	0.7443	0.8621	0.9017	0.7895	0.9018	0.911	0.82	0.9222	0.9721	0.7816	0.9083	0.8336	0.8656	-1.0	-1.0	0.629	0.7379	0.9119	0.9545	0.8305	0.9089	0.9902	0.9993	0.9302	0.9569	0.9272	0.9619	0.9844	0.9938	0.7543	0.8301	0.9357	0.9637	0.7949	0.8917	0.914	0.959	0.7165	0.823
4.7245	41.0	17958	5.2015	0.8541	0.9663	0.9529	0.7408	0.8707	0.9638	0.7898	0.9023	0.9122	0.8165	0.9316	0.9863	0.8029	0.9049	0.8163	0.854	-1.0	-1.0	0.6416	0.748	0.9145	0.9586	0.8303	0.9136	0.9882	0.9977	0.9319	0.9564	0.9178	0.9713	0.9907	0.9956	0.7605	0.827	0.9392	0.9707	0.7957	0.8886	0.9085	0.9521	0.7191	0.8321
4.7187	42.0	18396	5.2757	0.8493	0.9614	0.9469	0.7365	0.8665	0.9033	0.7869	0.8994	0.9085	0.8121	0.9261	0.9846	0.7967	0.9073	0.8228	0.8555	-1.0	-1.0	0.6198	0.733	0.9133	0.9558	0.8187	0.9087	0.988	0.9978	0.933	0.9547	0.9032	0.9619	0.9842	0.9921	0.7558	0.8213	0.9339	0.9631	0.7886	0.8855	0.9112	0.9562	0.7203	0.826
4.7428	43.0	18834	5.2510	0.8499	0.964	0.9511	0.7396	0.8651	0.9026	0.788	0.9016	0.911	0.8192	0.9295	0.9837	0.7987	0.9076	0.8228	0.86	-1.0	-1.0	0.632	0.7421	0.9109	0.9533	0.8211	0.9086	0.9865	0.9974	0.9303	0.9536	0.9136	0.9743	0.984	0.9935	0.7499	0.8239	0.927	0.9575	0.7854	0.886	0.9116	0.9582	0.7244	0.838
4.7277	44.0	19272	5.2467	0.8471	0.9653	0.9483	0.7293	0.8562	0.9586	0.7838	0.8977	0.9062	0.8063	0.9244	0.9847	0.7899	0.9018	0.8167	0.8566	-1.0	-1.0	0.6188	0.7297	0.9155	0.958	0.8224	0.9049	0.9868	0.9972	0.9337	0.9583	0.9203	0.9649	0.9842	0.9934	0.7376	0.808	0.928	0.9628	0.7852	0.8793	0.9106	0.9544	0.7091	0.8181
4.73	45.0	19710	5.2441	0.8506	0.9648	0.9507	0.7359	0.8696	0.9583	0.7871	0.9003	0.9095	0.8127	0.933	0.9818	0.8011	0.9055	0.8126	0.8543	-1.0	-1.0	0.635	0.7429	0.9139	0.9555	0.8192	0.9112	0.9862	0.997	0.9262	0.9499	0.9094	0.9639	0.9839	0.9932	0.7511	0.8188	0.9321	0.9654	0.8072	0.8907	0.9146	0.9606	0.7157	0.8238
4.736	46.0	20148	5.2361	0.8496	0.9639	0.9489	0.7344	0.8729	0.9005	0.7859	0.9	0.9087	0.8107	0.9323	0.9818	0.7925	0.9095	0.8179	0.8559	-1.0	-1.0	0.6265	0.7349	0.9139	0.9565	0.8268	0.9143	0.9882	0.9976	0.929	0.9499	0.9153	0.9678	0.9878	0.9947	0.7492	0.817	0.9266	0.9531	0.7903	0.8881	0.9167	0.9594	0.7142	0.8235
4.728	47.0	20586	5.1929	0.8511	0.9652	0.9517	0.7374	0.8757	0.9602	0.7876	0.8998	0.9096	0.813	0.9325	0.9822	0.7964	0.9063	0.8261	0.8626	-1.0	-1.0	0.6323	0.7376	0.9123	0.9571	0.827	0.9141	0.9889	0.999	0.9309	0.9547	0.9144	0.9629	0.9891	0.9956	0.7397	0.8085	0.9329	0.962	0.7905	0.8876	0.917	0.9569	0.7173	0.8294
4.711	48.0	21024	5.2107	0.8484	0.9642	0.9488	0.7342	0.8638	0.9613	0.787	0.8984	0.9081	0.8132	0.9274	0.9818	0.7948	0.9064	0.8215	0.8597	-1.0	-1.0	0.6242	0.7349	0.9094	0.9522	0.8193	0.9089	0.9885	0.999	0.9285	0.9491	0.9131	0.9604	0.9886	0.9953	0.7442	0.8149	0.932	0.9628	0.7869	0.8876	0.9117	0.9582	0.7148	0.8233
4.7041	49.0	21462	5.1916	0.8502	0.9651	0.9509	0.7392	0.8734	0.9006	0.7877	0.9004	0.9093	0.8174	0.9323	0.9817	0.7997	0.9038	0.8277	0.8645	-1.0	-1.0	0.6368	0.7456	0.9105	0.9549	0.8167	0.9114	0.987	0.9976	0.9316	0.9506	0.9186	0.9624	0.9849	0.9937	0.7454	0.8203	0.9342	0.9573	0.7834	0.8845	0.9118	0.9548	0.7152	0.8294
4.7133	50.0	21900	5.1922	0.848	0.9654	0.9497	0.7323	0.8702	0.9603	0.7848	0.8983	0.9079	0.8094	0.9289	0.9849	0.7866	0.906	0.8183	0.8576	-1.0	-1.0	0.623	0.7297	0.9109	0.9522	0.826	0.9096	0.9878	0.9977	0.9319	0.9564	0.9199	0.9703	0.9883	0.9951	0.7476	0.8144	0.9339	0.9612	0.7812	0.8845	0.9107	0.9553	0.7061	0.8208

Framework versions

Transformers 4.47.0
Pytorch 2.5.1+cu124
Datasets 3.1.0
Tokenizers 0.21.0

mfly-auton/suas-2025-rtdetr-finetuned-e50-b16-lr1e-5

suas-2025-rtdetr-finetuned-e50-b16-lr1e-5

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

mfly-auton/
suas-2025-rtdetr-finetuned-e50-b16-lr1e-5