Visual Question Answering on SEEDBench
-23.78BD-RatePrompt-guided prefiltering
Evaluation results
| Method | Links | |
|---|---|---|
| Prompt-guided prefilteringVLM=InternVL, Compression Method=JPEG2026.03 | -23.78 | |
| Prompt-guided prefilteringVLM=LLaVA, Compression Method=JPEG2026.03 | -25.66 | |
| Prompt-guided prefilteringVLM=LLaVA, Compression Method=HEVC2026.03 | -46.74 | |
| Prompt-guided prefilteringVLM=InternVL, Compression Method=HEVC2026.03 | -48.54 | |
| Prompt-guided prefilteringVLM=LLaVA, Compression Method=VVC2026.03 | -50.74 | |
| Prompt-guided prefilteringVLM=InternVL, Compression Method=VVC2026.03 | -52.05 | |
| Prompt-guided prefilteringVLM=InternVL, Compression Method=Cheng [11]2026.03 | -53.5 | |
| Prompt-guided prefilteringVLM=LLaVA, Compression Method=Cheng [11]2026.03 | -55.27 |