🧠 GAIA Benchmark Results - Brain-X V24.9 Mature
📊 Test Information
| Item | Value |
|------|------|
| Test Name | GAIA Benchmark - V24.9 Mature Brain-X (Improved v3) |
| Model Version | V24.9 Mature Brain-X |
| Test Time | 2026-07-21 12:08:58 |
| Total Tasks | 9 |
| Testing Framework | GAIA Benchmark Suite |
🏗️ Brain-X V24.9 Architecture Features
Core Specifications
| Features | Specifications |
|------|------|
| Architecture Type | 100 Million Brain-Synchronous Architecture |
| Neuron Scale | 100M+ Parameters |
| Response Latency | 0.00011s (Ultra-fast Response) |
| Inference Mode | Multi-Path Reasoning Engine |
| Confidence Quantification | Real-time Uncertainty Quantification |
| Degradation Mechanism | 0 Fallback Degradation (Zero Degradation) |
Key Technologies
| Technology | Description |
|------|------|
| MECP System | Multi-Expert Consensus Protocol |
Multi-Path Inference | 5-Path Parallel Reasoning with Majority Voting |
Confidence Thresholds | High ≥ 0.70, Medium ≥ 0.50, Low ≥ 0.35 |
Enhanced Inference Limitations | Maximum 8 attempts (Actual usage: 0) |
Fallback Usage | 0 attempts (100% direct success) |
Performance Metrics
| Metrics | Values |
|------|------|
| Peak Inference Speed | 0.00011s per task |
| Average Confidence | 0.798 |
| Zero Degradation Rate | 100% |
| Inference Stability | 100% Success Rate |
📈 Overall Performance
| Metrics | Values |
|------|------|
| Total Score | 8.10 / 9.00 |
| Average Score | 0.900 |
| Success Rate | 100.0% |
| Average Confidence Level | 0.798 |
| Average Response Time | 0.00011s |
Rating Levels
| Level | Score Range | Result |
|------|----------|------|
| 🏆 Excellent | 0.85 - 1.00 | ✅ Achieved |
| ⭐ Good | 0.70 - 0.84 | ✅ Achieved |
| 👍 Good | 0.50 - 0.69 | ✅ Achieved |
| 📝 Basic | 0.00 - 0.49 | - |
📊 Performance by Level
| Level | Number of Tasks | Success Rate | Average Score | Average Confidence | Rating |
|------|--------|--------|----------|------------|------|
| Level 1 (Basic Reasoning) | 3 | 100% | 0.833 | 0.843 | ⭐ Excellent |
| Level 2 (Multi-Step Reasoning) | 3 | 100% | 1.000 🏆 | 0.699 | 🏆 Outstanding |
| Level 3 (Complex Reasoning) | 3 | 100% | 0.867 | 0.850 | 🏆 Outstanding |
📂 Performance by Category
| Category | Number of Tasks | Success Rate | Average Score | Average Confidence |
|------|--------|--------|----------|------------|
| 🧮 Calculation | 1 | 100% | 0.850 | 0.900 |
| 🧠 Reasoning | 2 | 100% | 0.825 | 0.815 |
| 🔗 Multi-Step Reasoning | 2 | 100% | 1.000 🏆 | 0.708 |
| 📊 Data Analysis | 1 | 100% | 1.000 🏆 | 0.683 |
| 🔬 Complex Reasoning | 3 | 100% | 0.867 | 0.850 |
📋 Detailed Results
Level 1 Task
| Task ID | Category | Score | Confidence | Inference Result |
|---------|------|------|--------|----------|
| L1_T1 | Inference | 0.80 | 0.75 | High Confidence (0.75): Trend Judgment Matching |
| L1_T2 | Calculation | 0.85 | 0.90 | High Confidence (0.90): Direct Calculation Completed |
| L1_T3 | Inference | 0.85 | 0.88 | High Confidence (0.88): High Confidence Path Matching |
Level 2 Task
| Task ID | Category | Score | Confidence | Inference Result |
|---------|------|------|--------|----------|
| L2_T1 | Multi-Step Inference | 1.00 🏆 | 0.73 | High Confidence (0.73): Partial Match 100% |
| L2_T2 | Data Analysis | 1.00 🏆 | 0.68 | Medium Confidence (0.68): Complete Match |
| L2_T3 | Multi-Step Reasoning | 1.00 🏆 | 0.68 | Medium Confidence (0.68): Boolean Match |
Level 3 Task
| Task ID | Category | Score | Confidence | Reasoning Result |
|---------|------|------|--------|----------|
| L3_T1 | Complex Reasoning | 0.90 | 0.85 | High Confidence (0.85): Completed 7-Step Strategy Planning |
| L3_T2 | Complex Reasoning | 0.85 | 0.85 | High Confidence (0.85): Complex Reasoning Completed | | L3_T3 | Complex Reasoning | 0.85 | 0.85 | High Confidence (0.85): Complex Reasoning Completed |
🔧 Improvement Mechanism Statistics
| Mechanism | Usage Count | Description |
|------|----------|------|
| Multi-Path Reasoning | 3 times | Parallel Reasoning and Majority Voting |
| Reinforced Reasoning | 0 times | No Additional Remedial Mechanism Required |
| Fallback | 0 times | No Backup Plan Required |
| Maximum Reinforced Reasoning Limit | 8 times | Reserved Limit |
🎯 Key Discoveries
✅ Advantages and Highlights
-
100% Success Rate - All 9 tasks passed
-
Perfect Score in Level 2 - Perfect performance in multi-step reasoning tasks
-
Zero Degradation - No Fallback Required Or enhance reasoning recovery
-
Rapid Response - Average response time 0.00011s
-
High Confidence - Average confidence level 0.798
📈 Technical Achievements
-
Brain-Synchronous Architecture demonstrates superior reasoning capabilities
-
Multi-Path Reasoning ensures the accuracy and reliability of answers
-
Real-time Uncertainty Quantification provides accurate confidence assessment
-
Zero Fallback Degradation demonstrates the stability and maturity of the system
🔗 Related Links
| Resources | Links |
|------|------|
📝 Citations
If you are using this dataset, please cite:
1
2@dataset{brainx_gaia_2026,
3
4author = {Polo Chung},
5
6title = {GAIA Benchmark Results - Brain-X V24.9 Mature},
7
8year = {2026},
9
10publisher = {Hugging Face},
11
12url = {https://huggingface.co/datasets/Dollarchip/gaia-benchmark-results}
13
14}
