Binary lesion classification on Colon-Bench (test)
85.1AccuracyGemini 3.1 Flash Lite
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Gemini 3.1 Flash LiteConfig=Flash Lite2026.03 | 85.1 | 72.6 | 90.8 | 80.7 | |
| Seed 1.62026.03 | 82 | 85 | 58.7 | 69.4 | |
| Gemini 3 ProConfig=Pro2026.03 | 81.1 | 66.1 | 93 | 77.3 | |
| Seed 1.6 FlashConfig=Flash2026.03 | 72.9 | 94.2 | 24.3 | 38.6 | |
| Gemini 3 FlashConfig=Flash2026.03 | 72 | 55.3 | 97.1 | 70.5 | |
| Molmo 2-8BParameters=8B2026.03 | 67.3 | 52.9 | 46.7 | 49.6 | |
| Qwen-VL MaxConfig=Max2026.03 | 65.6 | 0 | 0 | 0 | |
| Qwen3-VL 32BParameters=32B2026.03 | 65.6 | 0 | 0 | 0 | |
| Qwen3-VL PlusConfig=Plus2026.03 | 65.6 | 0 | 0 | 0 | |
| Qwen3-VL 235BParameters=235B2026.03 | 64.9 | 22.2 | 0.7 | 1.4 | |
| Qwen3.5 397BParameters=397B2026.03 | 64.6 | 10 | 0.4 | 0.7 | |
| Colon- ViCLIP2026.03 | 64.4 | 49 | 84.2 | 62 | |
| GLM-4.6V2026.03 | 60.6 | 46.5 | 94.1 | 62.2 | |
| Qwen3.5 PlusConfig=Plus2026.03 | 59.1 | 36.2 | 24.6 | 29.3 | |
| Endo-CLIP2026.03 | 52.9 | 41.9 | 95.2 | 58.2 | |
| Gemini 2.5 Flash LiteConfig=Flash Lite2026.03 | 52.3 | 42.3 | 95.9 | 58.7 | |
| ViCLIP2026.03 | 35.8 | 34.8 | 98.5 | 51.4 | |
| CLIP2026.03 | 34.7 | 34.5 | 100 | 51.3 | |
| Qwen3-VL 8BParameters=8B2026.03 | 34.4 | 34.4 | 100 | 51.2 |