Video Quality Assessment on LIVE-HDR (test)
0.9081SROCCHDR-Q (full)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HDR-Q (full)Backbone=Ovis2.5, Configuration=Full HDR2026.03 | 0.9081 | 0.8978 | 7.6031 | 0.7363 | |
| HIDROVQAModel Category=DL models2026.03 | 0.8793 | 0.8678 | 8.8743 | 0.6919 | |
| HDR-Q (SDR)Backbone=Ovis2.5, Configuration=SDR only2026.03 | 0.8542 | 0.8445 | 12.4121 | 0.6681 | |
| HDRChipQAModel Category=DL models2026.03 | 0.825 | 0.8344 | 9.8038 | 0.4501 | |
| CONTRIQUEModel Category=DL models2026.03 | 0.817 | 0.7875 | 11.2514 | 0.5876 | |
| CONVIQTModel Category=DL models2026.03 | 0.7922 | 0.8001 | 11.9681 | 0.6041 | |
| VBLIINDSModel Category=DL models2026.03 | 0.7483 | 0.7193 | 12.7794 | 0.2541 | |
| BRISQUEModel Category=DL models2026.03 | 0.7251 | 0.7139 | 12.6404 | 0.3424 | |
| RE-IQAModel Category=DL models2026.03 | 0.7196 | 0.6883 | 15.1653 | 0.5197 | |
| HDRMAXModel Category=DL models2026.03 | 0.6308 | 0.5088 | 15.4146 | 0.4509 | |
| DOVERModel Category=DL models2026.03 | 0.6303 | 0.6832 | 17.0005 | 0.4692 | |
| FastVQAModel Category=DL models2026.03 | 0.5182 | 0.5727 | 18.8379 | 0.3822 | |
| COVERModel Category=DL models2026.03 | 0.5022 | 0.5013 | 21.3297 | 0.3731 | |
| Visual-Quality-Q1Model Category=MLLM VQA model2026.03 | 0.4824 | 0.5394 | 20.8971 | 0.3564 | |
| GLM-4.1V-ThinkingModel Category=MLLM base model, Model Parameters=9B2026.03 | 0.4513 | 0.5517 | 26.38 | 0.3464 | |
| Q-InstructModel Category=MLLM VQA model2026.03 | 0.4083 | 0.434 | 23.1015 | 0.2839 | |
| Q-InsightModel Category=MLLM VQA model2026.03 | 0.3675 | 0.3825 | 25.0578 | 0.282 | |
| FasterVQAModel Category=DL models2026.03 | 0.3385 | 0.4114 | 22.1425 | 0.2282 | |
| Q-AlignModel Category=MLLM VQA model2026.03 | 0.3346 | 0.3604 | 19.8287 | 0.2313 | |
| DeQAModel Category=MLLM VQA model2026.03 | 0.3321 | 0.3809 | 19.3193 | 0.2298 | |
| Qwen2.5-VLModel Category=MLLM base model, Model Parameters=7B2026.03 | 0.3099 | 0.363 | 30.2082 | 0.2411 | |
| Ovis2.5Model Category=MLLM base model, Model Parameters=9B2026.03 | 0.2948 | 0.3124 | 29.7789 | 0.2154 | |
| OmniLong-Qwen2.5-VLModel Category=MLLM base model, Model Parameters=7B2026.03 | 0.2403 | 0.2223 | 29.7394 | 0.1853 |