Science Question Answering on Sci-QA
94.7ScoreVanilla
Evaluation Results
| Method | Links | |
|---|---|---|
| VanillaModel=InternLM-XComposer-2.52025.10 | 94.7 | |
| ECSOModel=InternLM-XComposer-2.52025.10 | 94.7 | |
| MoRASModel=InternLM-XComposer-2.52025.10 | 94.7 | |
| ETAModel=InternLM-XComposer-2.52025.10 | 94.6 | |
| VanillaModel=LLaVA-OneVision-7B2025.10 | 94.4 | |
| ECSOModel=LLaVA-OneVision-7B2025.10 | 94.4 | |
| FigStepModel=LLaVA-OneVision-7B2025.10 | 94.4 | |
| ETAModel=LLaVA-OneVision-7B2025.10 | 94.4 | |
| MoRASModel=LLaVA-OneVision-7B2025.10 | 94.4 | |
| AutoSteerModel=LLaVA-OneVision-7B2025.10 | 94.3 | |
| CoCAModel=LLaVA-OneVision-7B2025.10 | 94.2 | |
| AutoSteerModel=InternLM-XComposer-2.52025.10 | 93.8 | |
| CoCAModel=InternLM-XComposer-2.52025.10 | 93.3 | |
| ASTRAModel=LLaVA-OneVision-7B2025.10 | 92.7 | |
| ASTRAModel=InternLM-XComposer-2.52025.10 | 91.8 | |
| FigStepModel=InternLM-XComposer-2.52025.10 | 86.1 | |
| VanillaModel=LLaVA-1.5-7B2025.10 | 69.5 | |
| ECSOModel=LLaVA-1.5-7B2025.10 | 69.5 | |
| ETAModel=LLaVA-1.5-7B2025.10 | 69.5 | |
| MoRASModel=LLaVA-1.5-7B2025.10 | 69.5 | |
| AutoSteerModel=LLaVA-1.5-7B2025.10 | 69.1 | |
| FigStepModel=LLaVA-1.5-7B2025.10 | 68.3 | |
| VanillaModel=Qwen-VL-Chat2025.10 | 68 | |
| ECSOModel=Qwen-VL-Chat2025.10 | 68 | |
| MoRASModel=Qwen-VL-Chat2025.10 | 68 | |
| ETAModel=Qwen-VL-Chat2025.10 | 67.8 | |
| CoCAModel=LLaVA-1.5-7B2025.10 | 67.7 | |
| AutoSteerModel=Qwen-VL-Chat2025.10 | 67.5 | |
| CoCAModel=Qwen-VL-Chat2025.10 | 66.7 | |
| ASTRAModel=Qwen-VL-Chat2025.10 | 66.6 | |
| ASTRAModel=LLaVA-1.5-7B2025.10 | 66.3 | |
| FigStepModel=Qwen-VL-Chat2025.10 | 64.4 |