Metric: SRCC (higher is better)
| # | Model↕ | SRCC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RealQA | 0.948 | No | Next Token Is Enough: Realistic Image Quality an... | 2025-03-08 | Code |
| 2 | OneAlign | 0.941 | No | Q-Align: Teaching LMMs for Visual Scoring via Di... | 2023-12-28 | Code |
| 3 | RvTC (image-only) | 0.94 | No | - | - | - |
| 4 | UNIQA | 0.926 | No | You Only Train Once: A Unified Framework for Bot... | 2023-10-14 | Code |
| 5 | KonCept512 | 0.921 | No | KonIQ-10k: Towards an ecologically valid and lar... | 2018-03-22 | Code |