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{
"SegIGNCoral-b0-2025_10_09_40484-bs16_refine": {
"pixel_acc": 0.8066,
"mean_iou": 0.5697,
"iou_per_class": {
"Acropora Branching": 0.6439,
"Non-acropora Massive": 0.2779,
"Other Corals": 0.3327,
"Sand": 0.821,
"Seagrass": 0.7729
}
}
}📊 Evaluating zone: hermitage
✅ Pixel Accuracy: 0.8814
✅ Mean Accuracy : 0.3494
✅ Mean IoU : 0.3283
Pixel Accuracy Per Class:
Acropora Branching: 0.0000
Non-acropora Massive: 0.0000
Other Corals: 0.0000
Sand: 0.9011
Syringodium: 0.8457
IoU Per Class:
Acropora Branching: 0.0000
Non-acropora Massive: 0.0000
Other Corals: 0.0000
Sand: 0.8805
Syringodium: 0.7611
📊 Evaluating zone: troudeau
✅ Pixel Accuracy: 0.8389
✅ Mean Accuracy : 0.5461
✅ Mean IoU : 0.3493
Pixel Accuracy Per Class:
Acropora Branching: 0.5263
Non-acropora Massive: 0.3429
Other Corals: 0.4113
Sand: 0.9040
IoU Per Class:
Acropora Branching: 0.0481
Non-acropora Massive: 0.1714
Other Corals: 0.2827
Sand: 0.8949
📊 Evaluating zone: stleu
✅ Pixel Accuracy: 0.6907
✅ Mean Accuracy : 0.6036
✅ Mean IoU : 0.3995
Pixel Accuracy Per Class:
Acropora Branching: 0.9457
Non-acropora Massive: 0.5060
Other Corals: 0.1624
Sand: 0.8006
IoU Per Class:
Acropora Branching: 0.3820
Non-acropora Massive: 0.3172
Other Corals: 0.1358
Sand: 0.7631
📦 Micro-Averaged Metrics Across Zones (all pixels):
Pixel Accuracy Per Class:
Acropora Branching: 0.9351
Non-acropora Massive: 0.4778
Other Corals: 0.2117
Sand: 0.8996
Syringodium: 0.8457
IoU Per Class:
Acropora Branching: 0.0906
Non-acropora Massive: 0.1418
Other Corals: 0.0172
Sand: 0.8788
Syringodium: 0.7611
✅ Pixel Accuracy: 0.8781
✅ Mean Accuracy : 0.6740
✅ Mean IoU : 0.3779

| Epoch | Validation Loss | Learning Rate |
|---|---|---|
| 1.0 | 0.17825450003147125 | 1e-05 |
| 2.0 | 0.17652319371700287 | 1e-05 |
| 3.0 | 0.17437469959259033 | 1e-05 |
| 4.0 | 0.17109064757823944 | 1e-05 |
| 5.0 | 0.16746488213539124 | 1e-05 |
| 6.0 | 0.1647380143404007 | 1e-05 |
| 7.0 | 0.1629670113325119 | 1e-05 |
| 8.0 | 0.16162735223770142 | 1e-05 |
| 9.0 | 0.16086645424365997 | 1e-05 |
| 10.0 | 0.1595691293478012 | 1e-05 |
| 11.0 | 0.1584334373474121 | 1e-05 |
| 12.0 | 0.15793322026729584 | 1e-05 |
| 13.0 | 0.15778672695159912 | 1e-05 |
| 14.0 | 0.1567489206790924 | 1e-05 |
| 15.0 | 0.15607595443725586 | 1e-05 |
| 16.0 | 0.15554767847061157 | 1e-05 |
| 17.0 | 0.1547158807516098 | 1e-05 |
| 18.0 | 0.1543949544429779 | 1e-05 |
| 19.0 | 0.15392234921455383 | 1e-05 |
| 20.0 | 0.15279631316661835 | 1e-05 |
| 21.0 | 0.15245354175567627 | 1e-05 |
| 22.0 | 0.152305468916893 | 1e-05 |
| 23.0 | 0.15164558589458466 | 1e-05 |
| 24.0 | 0.15041886270046234 | 1e-05 |
| 25.0 | 0.1490705907344818 | 1e-05 |
| 26.0 | 0.14869147539138794 | 1e-05 |
| 27.0 | 0.14790189266204834 | 1e-05 |
| 28.0 | 0.146309033036232 | 1e-05 |
| 29.0 | 0.14488185942173004 | 1e-05 |
| 30.0 | 0.14381851255893707 | 1e-05 |
| 31.0 | 0.14236079156398773 | 1e-05 |
| 32.0 | 0.14145053923130035 | 1e-05 |
| 33.0 | 0.14065156877040863 | 1e-05 |
| 34.0 | 0.14140239357948303 | 1e-05 |
| 35.0 | 0.13949288427829742 | 1e-05 |
| 36.0 | 0.13923388719558716 | 1e-05 |
| 37.0 | 0.1388508528470993 | 1e-05 |
| 38.0 | 0.1380811184644699 | 1e-05 |
| 39.0 | 0.13670456409454346 | 1e-05 |
| 40.0 | 0.13674621284008026 | 1e-05 |
| 41.0 | 0.13670817017555237 | 1e-05 |
| 42.0 | 0.13663434982299805 | 1e-05 |
| 43.0 | 0.1345621645450592 | 1e-05 |
| 44.0 | 0.1353185921907425 | 1e-05 |
| 45.0 | 0.13393084704875946 | 1e-05 |
| 46.0 | 0.13347546756267548 | 1e-05 |
| 47.0 | 0.13446684181690216 | 1e-05 |
| 48.0 | 0.13390202820301056 | 1e-05 |
| 49.0 | 0.1328386515378952 | 1e-05 |
| 50.0 | 0.13314343988895416 | 1e-05 |
| 51.0 | 0.13273906707763672 | 1e-05 |
| 52.0 | 0.13288834691047668 | 1e-05 |
| 53.0 | 0.13220956921577454 | 1e-05 |
| 54.0 | 0.13126344978809357 | 1e-05 |
| 55.0 | 0.131490096449852 | 1e-05 |
| 56.0 | 0.13168570399284363 | 1e-05 |
| 57.0 | 0.13094131648540497 | 1e-05 |
| 58.0 | 0.13041794300079346 | 1e-05 |
| 59.0 | 0.12996184825897217 | 1e-05 |
| 60.0 | 0.13028591871261597 | 1e-05 |
| 61.0 | 0.1296725869178772 | 1e-05 |
| 62.0 | 0.1295732855796814 | 1e-05 |
| 63.0 | 0.1319553703069687 | 1e-05 |
| 64.0 | 0.12922300398349762 | 1e-05 |
| 65.0 | 0.12969540059566498 | 1e-05 |
| 66.0 | 0.1294255256652832 | 1e-05 |
| 67.0 | 0.12892434000968933 | 1e-05 |
| 68.0 | 0.13009504973888397 | 1e-05 |
| 69.0 | 0.1286858767271042 | 1e-05 |
| 70.0 | 0.12956416606903076 | 1e-05 |
| 71.0 | 0.12911681830883026 | 1e-05 |
| 72.0 | 0.1296709179878235 | 1e-05 |
| 73.0 | 0.1287732869386673 | 1e-05 |
| 74.0 | 0.1294514536857605 | 1e-05 |
| 75.0 | 0.12915697693824768 | 1e-05 |
| 76.0 | 0.12841865420341492 | 1e-05 |
| 77.0 | 0.12817372381687164 | 1e-05 |
| 78.0 | 0.1281365156173706 | 1e-05 |
| 79.0 | 0.1279040277004242 | 1e-05 |
| 80.0 | 0.1278274655342102 | 1e-05 |
| 81.0 | 0.1280566155910492 | 1e-05 |
| 82.0 | 0.12727053463459015 | 1e-05 |
| 83.0 | 0.12869715690612793 | 1e-05 |
| 84.0 | 0.12711170315742493 | 1e-05 |
| 85.0 | 0.12702301144599915 | 1e-05 |
| 86.0 | 0.12730672955513 | 1e-05 |
| 87.0 | 0.12725737690925598 | 1e-05 |
| 88.0 | 0.1271396279335022 | 1e-05 |
| 89.0 | 0.12912477552890778 | 1e-05 |
| 90.0 | 0.12642411887645721 | 1e-05 |
| 91.0 | 0.12625634670257568 | 1e-05 |
| 92.0 | 0.127320796251297 | 1e-05 |
| 93.0 | 0.1259581744670868 | 1e-05 |
| 94.0 | 0.1271350383758545 | 1e-05 |
| 95.0 | 0.12815390527248383 | 1e-05 |
| 96.0 | 0.1261141449213028 | 1e-05 |
| 97.0 | 0.12658798694610596 | 1e-05 |
| 98.0 | 0.1271129697561264 | 1e-05 |
| 99.0 | 0.12775172293186188 | 1e-05 |
| 100.0 | 0.12581050395965576 | 1e-05 |
| 101.0 | 0.12726755440235138 | 1e-05 |
| 102.0 | 0.12562812864780426 | 1e-05 |
| 103.0 | 0.12696777284145355 | 1e-05 |
| 104.0 | 0.12738262116909027 | 1e-05 |
| 105.0 | 0.12724792957305908 | 1e-05 |
| 106.0 | 0.12833286821842194 | 1e-05 |
| 107.0 | 0.12599430978298187 | 1e-05 |
| 108.0 | 0.12838247418403625 | 1e-05 |
| 109.0 | 0.12654130160808563 | 1e-05 |
| 110.0 | 0.12597838044166565 | 1e-05 |
| 111.0 | 0.12549486756324768 | 1e-05 |
| 112.0 | 0.12560401856899261 | 1e-05 |
| 113.0 | 0.1261509358882904 | 1e-05 |
| 114.0 | 0.12717725336551666 | 1e-05 |
| 115.0 | 0.1258397251367569 | 1e-05 |
| 116.0 | 0.12457232922315598 | 1e-05 |
| 117.0 | 0.125536248087883 | 1e-05 |
| 118.0 | 0.12458962202072144 | 1e-05 |
| 119.0 | 0.1279805451631546 | 1e-05 |
| 120.0 | 0.12609897553920746 | 1e-05 |
| 121.0 | 0.12450611591339111 | 1e-05 |
| 122.0 | 0.1254856139421463 | 1e-05 |
| 123.0 | 0.12441741675138474 | 1e-05 |
| 124.0 | 0.1260562390089035 | 1e-05 |
| 125.0 | 0.12651772797107697 | 1e-05 |
| 126.0 | 0.12526915967464447 | 1e-05 |
| 127.0 | 0.12434830516576767 | 1e-05 |
| 128.0 | 0.1253136843442917 | 1e-05 |
| 129.0 | 0.12462199479341507 | 1e-05 |
| 130.0 | 0.12565144896507263 | 1e-05 |
| 131.0 | 0.12453299760818481 | 1e-05 |
| 132.0 | 0.1274179220199585 | 1e-05 |
| 133.0 | 0.1271260529756546 | 1e-05 |
| 134.0 | 0.12498216331005096 | 1e-05 |
| 135.0 | 0.1252247840166092 | 1e-05 |
| 136.0 | 0.12617097795009613 | 1e-05 |
| 137.0 | 0.12494047731161118 | 1e-05 |
| 138.0 | 0.1247497946023941 | 1e-05 |
| 139.0 | 0.1245729923248291 | 1.0000000000000002e-06 |
| 140.0 | 0.12425211817026138 | 1.0000000000000002e-06 |
| 141.0 | 0.12417663633823395 | 1.0000000000000002e-06 |
| 142.0 | 0.12412694841623306 | 1.0000000000000002e-06 |
| 143.0 | 0.12370014935731888 | 1.0000000000000002e-06 |
| 144.0 | 0.12406766414642334 | 1.0000000000000002e-06 |
| 145.0 | 0.12380032241344452 | 1.0000000000000002e-06 |
| 146.0 | 0.12423602491617203 | 1.0000000000000002e-06 |
| 147.0 | 0.12404759973287582 | 1.0000000000000002e-06 |
| 148.0 | 0.12442447990179062 | 1.0000000000000002e-06 |
| 149.0 | 0.12393788993358612 | 1.0000000000000002e-06 |
| 150.0 | 0.12402787059545517 | 1.0000000000000002e-06 |
| 151.0 | 0.12422869354486465 | 1.0000000000000002e-06 |
| 152.0 | 0.12365838885307312 | 1.0000000000000002e-06 |
| 153.0 | 0.12383443862199783 | 1.0000000000000002e-06 |
| 154.0 | 0.12431268393993378 | 1.0000000000000002e-06 |
| 155.0 | 0.12341240048408508 | 1.0000000000000002e-06 |
| 156.0 | 0.12390484660863876 | 1.0000000000000002e-06 |
| 157.0 | 0.12473750114440918 | 1.0000000000000002e-06 |
| 158.0 | 0.12396185100078583 | 1.0000000000000002e-06 |
| 159.0 | 0.12398138642311096 | 1.0000000000000002e-06 |
| 160.0 | 0.1234150305390358 | 1.0000000000000002e-06 |
| 161.0 | 0.12368131428956985 | 1.0000000000000002e-06 |
| 162.0 | 0.12391027063131332 | 1.0000000000000002e-06 |
| 163.0 | 0.12366586923599243 | 1.0000000000000002e-06 |
| 164.0 | 0.1238330602645874 | 1.0000000000000002e-06 |
| 165.0 | 0.12347564101219177 | 1.0000000000000002e-06 |
| 166.0 | 0.12349989265203476 | 1.0000000000000002e-06 |
| 167.0 | 0.12391113489866257 | 1.0000000000000002e-07 |
| 168.0 | 0.12376048415899277 | 1.0000000000000002e-07 |
| 169.0 | 0.12376976013183594 | 1.0000000000000002e-07 |
| 170.0 | 0.12379935383796692 | 1.0000000000000002e-07 |
| 171.0 | 0.12354343384504318 | 1.0000000000000002e-07 |
| 172.0 | 0.12349338084459305 | 1.0000000000000002e-07 |
| 173.0 | 0.12366225570440292 | 1.0000000000000002e-07 |
| 174.0 | 0.12352761626243591 | 1.0000000000000002e-07 |
| 175.0 | 0.12430573999881744 | 1.0000000000000002e-07 |