Science Question Answering on ScienceQA (val)
95.3ScoreSAIL-VL
Evaluation Results
| Method | Links | |
|---|---|---|
| SAIL-VL2025.01 | 95.3 | |
| InternVL2.5-MPOTraining Strategy=MPO2025.01 | 95.3 | |
| InternVL2.52025.01 | 94.9 | |
| InternVL22025.01 | 94.4 | |
| Aquila2025.01 | 91.4 | |
| DeepSeekVL-2-Tiny2025.01 | 88.1 | |
| Qwen2-VL2025.01 | 73 | |
| COSMOSData Size=30M, Training Data=Merged-30M2024.12 | 67.8 | |
| OpenCLIPData Size=400M, Training Data=LAION-400M2024.12 | 67.2 | |
| LLaVA-v1.5Size=7.2B, Visual Tokens=576, GFLOPs=80272024.05 | 66.8 | |
| VLORASize=7.8B, Visual Tokens=0, GFLOPs=6192024.05 | 66.4 | |
| Qwen-VL-ChatSize=9.6B, Visual Tokens=256, GFLOPs=37542024.05 | 65.5 | |
| CLIPData Size=30M, Training Data=Merged-30M2024.12 | 65.2 | |
| Qwen-VLSize=9.6B, Visual Tokens=256, GFLOPs=37542024.05 | 57.7 | |
| InstructBLIPSize=8B, Visual Tokens=32, GFLOPs=8272024.05 | 54.7 | |
| MiniGPT-4-v2Size=7B, Visual Tokens=256, GFLOPs=37542024.05 | 54.1 | |
| Idefics-instructSize=9B, Visual Tokens=64, GFLOPs=13622024.05 | 51.6 | |
| OpenFlamingo v2Size=9B, Visual Tokens=64, GFLOPs=13622024.05 | 45.7 | |
| MiniGPT-4-v1Size=7B, Visual Tokens=32, GFLOPs=8272024.05 | 39 |