Image Understanding on MMSI-Bench 68 (test)
69.4Average ScoreGemini-2.0-Flash
Evaluation results
| Method | Links | |
|---|---|---|
| Gemini-2.0-Flash2026.03 | 69.4 | |
| PolyVBackbone=Qwen2.5-VL-7B2026.03 | 31.7 | |
| GPT-4o2026.03 | 30.3 | |
| LLaVA-OV-1.5-8BParameters=8B2026.03 | 29.6 | |
| Qwen3-VL-8BParameters=8B2026.03 | 29 | |
| InternVL2.5-8BParameters=8B2026.03 | 28.7 | |
| SpaceR2026.03 | 27.2 | |
| InternVL3-8BParameters=8B2026.03 | 25.7 | |
| Spatial-MLLM-4BParameters=4B2026.03 | 25.7 | |
| Qwen2.5-VL-7BParameters=7B2026.03 | 24.7 | |
| LLaVA-OV-7BParameters=7B2026.03 | 24.5 | |
| LLaVA-3D2026.03 | 20.8 |