Image Quality Assessment on SRIQA
0.751SRCCTool-IQA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Tool-IQATraining dataset=KADID-10K, Method category=VLM-based2026.06 | 0.751 | 0.847 | |
| LIQETraining dataset=KADID-10K, Method category=VLM-based2026.06 | 0.743 | 0.775 | |
| QInsightTraining dataset=KADID-10K, Method category=VLM-based2026.06 | 0.724 | 0.798 | |
| DeQA-ScoreTraining dataset=KADID-10K, Method category=VLM-based2026.06 | 0.71 | 0.763 | |
| VisualQuality-R1Training dataset=KADID-10K, Method category=VLM-based2026.06 | 0.709 | 0.814 | |
| Qwen3-VL-8B-InsTraining dataset=KADID-10K, Method category=VLM-based2026.06 | 0.694 | 0.797 | |
| Q-AlignTraining dataset=KADID-10K, Method category=VLM-based2026.06 | 0.684 | 0.713 | |
| MG-IQAmulti-dataset training=true, training_data=KADID-10k + SPAQ2026.04 | 0.651 | 0.675 | |
| UNIQUETraining dataset=KADID-10K, Method category=Discriminative Deep-Learning-based2026.06 | 0.649 | 0.668 | |
| MG-IQATraining Dataset=KADID-10k, Evaluation=Zero-shot2026.04 | 0.632 | 0.658 | |
| VQ-R1multi-dataset training=true, training_data=KADID-10k + SPAQ2026.04 | 0.627 | 0.651 | |
| VQ-R1Training Dataset=KADID-10k, Evaluation=Zero-shot2026.04 | 0.611 | 0.636 | |
| Q-Insightmulti-dataset training=true, training_data=KADID-10k + SPAQ2026.04 | 0.605 | 0.628 | |
| Qwen2.5-VL-7BTraining dataset=KADID-10K, Method category=VLM-based2026.06 | 0.603 | 0.653 | |
| Q-InsightTraining Dataset=KADID-10k, Evaluation=Zero-shot2026.04 | 0.599 | 0.622 | |
| DeQA-ScoreTraining Dataset=KADID-10k, Evaluation=Zero-shot2026.04 | 0.585 | 0.607 | |
| Q-AlignTraining Dataset=KADID-10k, Evaluation=Zero-shot2026.04 | 0.577 | 0.601 | |
| LIQETraining Dataset=KADID-10k, Evaluation=Zero-shot2026.04 | 0.564 | 0.59 | |
| TOPIQTraining Dataset=KADID-10k, Evaluation=Zero-shot2026.04 | 0.558 | 0.583 | |
| NIQETraining dataset=KADID-10K, Method category=Handcrafted2026.06 | 0.557 | 0.587 | |
| MANIQATraining Dataset=KADID-10k, Evaluation=Zero-shot2026.04 | 0.547 | 0.571 | |
| Re-IQATraining Dataset=KADID-10k, Evaluation=Zero-shot2026.04 | 0.543 | 0.566 | |
| MUSIQTraining Dataset=KADID-10k, Evaluation=Zero-shot2026.04 | 0.539 | 0.56 | |
| UNIQUETraining Dataset=KADID-10k, Evaluation=Zero-shot2026.04 | 0.528 | 0.547 | |
| CLIP-IQATraining Dataset=KADID-10k, Evaluation=Zero-shot2026.04 | 0.512 | 0.534 | |
| BRISQUETraining dataset=KADID-10K, Method category=Handcrafted2026.06 | 0.482 | 0.556 | |
| BRISQUETraining Dataset=KADID-10k, Evaluation=Zero-shot2026.04 | 0.424 | 0.461 | |
| DEIQTTraining dataset=KADID-10K, Method category=Discriminative Deep-Learning-based2026.06 | 0.412 | 0.438 | |
| MUSIQTraining dataset=KADID-10K, Method category=Discriminative Deep-Learning-based2026.06 | 0.404 | 0.441 | |
| NIQETraining Dataset=KADID-10k, Evaluation=Zero-shot2026.04 | 0.389 | 0.412 | |
| MANIQATraining dataset=KADID-10K, Method category=Discriminative Deep-Learning-based2026.06 | 0.263 | 0.243 |