Video Quality Assessment on SFV+HDR (test)
0.7251SROCCHDR-Q (full)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HDR-Q (full)Backbone=Ovis2.5, Configuration=Full HDR2026.03 | 0.7251 | 0.7502 | 0.2514 | 0.5261 | |
| FastVQAModel Category=DL models2026.03 | 0.713 | 0.7295 | 0.7467 | 0.5193 | |
| HIDROVQAModel Category=DL models2026.03 | 0.7003 | 0.732 | 0.2735 | 0.5156 | |
| HDR-Q (SDR)Backbone=Ovis2.5, Configuration=SDR only2026.03 | 0.6971 | 0.7019 | 0.3075 | 0.4885 | |
| Q-AlignModel Category=MLLM VQA model2026.03 | 0.6968 | 0.6709 | 0.5097 | 0.4991 | |
| FasterVQAModel Category=DL models2026.03 | 0.6948 | 0.6889 | 0.3081 | 0.5089 | |
| DeQAModel Category=MLLM VQA model2026.03 | 0.685 | 0.6721 | 0.4452 | 0.4845 | |
| COVERModel Category=DL models2026.03 | 0.6613 | 0.7048 | 0.6831 | 0.4705 | |
| HDRChipQAModel Category=DL models2026.03 | 0.6296 | 0.6508 | 0.3271 | 0.444 | |
| Q-InsightModel Category=MLLM VQA model2026.03 | 0.6266 | 0.4685 | 0.6636 | 0.4747 | |
| DOVERModel Category=DL models2026.03 | 0.6001 | 0.6154 | 0.575 | 0.427 | |
| GLM-4.1V-ThinkingModel Category=MLLM base model, Model Parameters=9B2026.03 | 0.5971 | 0.6066 | 0.4591 | 0.4484 | |
| Visual-Quality-Q1Model Category=MLLM VQA model2026.03 | 0.5955 | 0.5577 | 0.5878 | 0.4416 | |
| Ovis2.5Model Category=MLLM base model, Model Parameters=9B2026.03 | 0.5909 | 0.5317 | 0.7016 | 0.4528 | |
| CONTRIQUEModel Category=DL models2026.03 | 0.5901 | 0.5959 | 0.3368 | 0.4204 | |
| Q-InstructModel Category=MLLM VQA model2026.03 | 0.583 | 0.5501 | 1.025 | 0.3975 | |
| RE-IQAModel Category=DL models2026.03 | 0.5822 | 0.5998 | 0.3072 | 0.4145 | |
| CONVIQTModel Category=DL models2026.03 | 0.5736 | 0.6017 | 0.3412 | 0.417 | |
| HDRMAXModel Category=DL models2026.03 | 0.5371 | 0.5463 | 0.3495 | 0.3821 | |
| BRISQUEModel Category=DL models2026.03 | 0.4664 | 0.4186 | 0.3811 | 0.3165 | |
| VBLIINDSModel Category=DL models2026.03 | 0.3335 | 0.2713 | 0.3988 | 0.23 | |
| Qwen2.5-VLModel Category=MLLM base model, Model Parameters=7B2026.03 | 0.2925 | 0.2696 | 0.748 | 0.227 | |
| OmniLong-Qwen2.5-VLModel Category=MLLM base model, Model Parameters=7B2026.03 | 0.2363 | 0.2212 | 0.7403 | 0.1823 |