Table Classification on marine Pb benchmark
94.7AccuracyCompass
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CompassSize=8B2026.05 | 94.7 | 89.7 | |
| CompassSize=32B2026.05 | 92 | 86.5 | |
| GPT-4oSize=N/A2026.05 | 77.8 | 68.8 | |
| Qwen3Size=8B2026.05 | 76.9 | 65.8 | |
| Qwen2.5Size=32B2026.05 | 76.6 | 68.4 | |
| Gemini-2.5-proSize=N/A2026.05 | 72.4 | 68.1 | |
| Llama-3.1Size=8B2026.05 | 69.1 | 61.3 | |
| OceanGPTSize=7B2026.05 | 31.2 | 38.5 | |
| K2 (LLaMA)Size=7B2026.05 | 0 | 0 |