Question Answering on CLEAR Forget 1.0
0.367R-L ScoreVanilla
Evaluation results
| Method | Links | |
|---|---|---|
| VanillaBackbone=LLaVA-1.5-7B2025.12 | 0.367 | |
| Visual Knowledge DistillationBackbone=LLaVA-1.5-7B2025.12 | 0.349 | |
| MMUBackbone=LLaVA-1.5-7B2025.12 | 0.348 | |
| NPOBackbone=LLaVA-1.5-7B2025.12 | 0.285 | |
| KL MinBackbone=LLaVA-1.5-7B2025.12 | 0.27 | |
| MANUBackbone=LLaVA-1.5-7B2025.12 | 0.263 | |
| GA DiffBackbone=LLaVA-1.5-7B2025.12 | 0.197 | |
| GABackbone=LLaVA-1.5-7B2025.12 | 0.153 | |
| GA DiffBackbone=Qwen2-VL-7B2025.12 | 0.125 | |
| Visual Knowledge DistillationBackbone=Qwen2-VL-7B2025.12 | 0.125 | |
| GABackbone=Qwen2-VL-7B2025.12 | 0.123 | |
| MMUBackbone=Qwen2-VL-7B2025.12 | 0.123 | |
| KL MinBackbone=Qwen2-VL-7B2025.12 | 0.12 | |
| VanillaBackbone=Qwen2-VL-7B2025.12 | 0.116 | |
| MANUBackbone=Qwen2-VL-7B2025.12 | 0.107 | |
| NPOBackbone=Qwen2-VL-7B2025.12 | 0.103 |