Question Answering on CLEAR 1.0 (Retain)
0.352R-L ScoreVanilla
Evaluation results
| Method | Links | |
|---|---|---|
| VanillaBackbone=LLaVA-1.5-7B2025.12 | 0.352 | |
| Visual Knowledge DistillationBackbone=LLaVA-1.5-7B2025.12 | 0.346 | |
| MMUBackbone=LLaVA-1.5-7B2025.12 | 0.338 | |
| NPOBackbone=LLaVA-1.5-7B2025.12 | 0.282 | |
| KL MinBackbone=LLaVA-1.5-7B2025.12 | 0.274 | |
| MANUBackbone=LLaVA-1.5-7B2025.12 | 0.224 | |
| GA DiffBackbone=LLaVA-1.5-7B2025.12 | 0.22 | |
| GABackbone=LLaVA-1.5-7B2025.12 | 0.176 | |
| MMUBackbone=Qwen2-VL-7B2025.12 | 0.1 | |
| VanillaBackbone=Qwen2-VL-7B2025.12 | 0.098 | |
| KL MinBackbone=Qwen2-VL-7B2025.12 | 0.098 | |
| MANUBackbone=Qwen2-VL-7B2025.12 | 0.094 | |
| Visual Knowledge DistillationBackbone=Qwen2-VL-7B2025.12 | 0.094 | |
| NPOBackbone=Qwen2-VL-7B2025.12 | 0.091 | |
| GA DiffBackbone=Qwen2-VL-7B2025.12 | 0.088 | |
| GABackbone=Qwen2-VL-7B2025.12 | 0.083 |