Binary Lesion Classification on Colon-Bench
94.2PrecisionSeed 1.6 Flash
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Seed 1.6 Flash2026.03 | 94.2 | 24.3 | 38.6 | |
| Seed 1.62026.03 | 85 | 58.7 | 69.4 | |
| Gemini 3.1 F. Li.2026.03 | 72.6 | 90.8 | 80.7 | |
| Gemini 3 Pro2026.03 | 66.1 | 93 | 77.3 | |
| Gemini 3 Flash2026.03 | 55.3 | 97.1 | 70.5 | |
| Molmo 2-8B2026.03 | 52.9 | 46.7 | 49.6 | |
| Colon-ViCLIP2026.03 | 49 | 84.2 | 62 | |
| GLM-4.6V2026.03 | 46.5 | 94.1 | 62.2 | |
| Gemini 2.5 F. Li.2026.03 | 42.3 | 95.9 | 58.7 | |
| Endo-CLIP2026.03 | 41.9 | 95.2 | 58.2 | |
| Qwen3.5 Plus2026.03 | 36.2 | 24.6 | 29.3 | |
| ViCLIP2026.03 | 34.8 | 98.5 | 51.4 | |
| CLIP2026.03 | 34.5 | 100 | 51.3 | |
| Qwen3-VL 8B2026.03 | 34.4 | 100 | 51.2 | |
| Qwen3-VL 235B2026.03 | 22.2 | 0.7 | 1.4 | |
| Qwen3.5 397B2026.03 | 10 | 0.4 | 0.7 | |
| Qwen-VL Max2026.03 | 0 | 0 | 0 | |
| Qwen3-VL 32B2026.03 | 0 | 0 | 0 |