Vision Reasoning on BabyVision
94.1FD ScoreHuman
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Human2026.05 | 94.1 | 94.1 | 94.1 | 94.1 | |
| Gemini 3.1 Pro2026.05 | 46.2 | 53.7 | 53.9 | 43.4 | |
| GPT-5.22026.05 | 27.3 | 35.2 | 54.9 | 34.9 | |
| CAVE-7BParam=7B, Instruct=false2026.05 | 15.3 | 18.7 | 25.5 | 14.3 | |
| InternVL3.5Param=8B, Instruct=true2026.05 | 14.1 | 21.9 | 19.6 | 10.4 | |
| Qwen3-VLParam=8B, Instruct=true2026.05 | 13.5 | 14.3 | 11.7 | 9.09 | |
| CAVE-3BParam=3B, Instruct=false2026.05 | 13.5 | 17.6 | 23.5 | 10.4 | |
| CAVE Belief-OnlyParam=7B, Instruct=false2026.05 | 12.9 | 18.7 | 15.7 | 9.1 | |
| MiniCPM-V 4.5Param=8B, Instruct=false2026.05 | 12.3 | 19.8 | 19.6 | 9.09 | |
| VLAA-ThinkerParam=7B, Instruct=false2026.05 | 12.3 | 20.9 | 19.6 | 11.7 | |
| DeepEyesParam=7B, Instruct=false2026.05 | 11.5 | 18.7 | 22.1 | 10.9 | |
| ThinkLite-VLParam=7B, Instruct=false2026.05 | 11 | 17.6 | 21.6 | 11.7 | |
| Qwen2.5-VLParam=7B, Instruct=true2026.05 | 10.4 | 13.1 | 13.7 | 7.79 | |
| Random2026.05 | 10.3 | 10.3 | 10.3 | 10.3 | |
| R1-OneVisionParam=7B, Instruct=false2026.05 | 9.2 | 16.5 | 23.5 | 11.7 |