Knowledge Retrieval on E-VQA (test)
58.7R@20OMGM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OMGMReranking=false2025.08 | 58.7 | 41.2 | 49.8 | — | |
| OMGMReranking=true2025.08 | 58.7 | 55.7 | 58.1 | — | |
| ReflectiVA2025.08 | 49.8 | 36.1 | — | — | |
| EchoSightReranking=true2025.08 | 48.8 | 47.9 | 48.8 | — | |
| Wiki-LLaVA2025.08 | 13.2 | — | 9.9 | — | |
| PMSR (Qwen3-VL-4B)Backbone=Qwen3-VL-4B, Adaptive Termination=true2025.08 | — | — | — | 64.3 | |
| PMSR (Qwen3-VL-8B)Backbone=Qwen3-VL-8B, Adaptive Termination=true2025.08 | — | — | — | 67.3 |