2AFC Quality Assessment on BAPPS (test)
79.4Clean PerformanceBiRQA
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| BiRQAAdversarial Training=None (base)2026.02 | 79.4 | 40.5 | 35 | 37.6 | 52.1 | 46.2 | 57.1 | 57.4 | |
| TOPIQAdversarial Training=None (base)2026.02 | 78.4 | 35.8 | 32 | 34.1 | 49.6 | 41.6 | 54.2 | 55.2 | |
| AAT-BiRQAAdversarial Training=AAT2026.02 | 78.2 | 59.4 | 56.1 | 58 | 63.7 | 61 | 69 | 70.3 | |
| AAT-TOPIQAdversarial Training=AAT2026.02 | 77.5 | 52.6 | 54.4 | 55.2 | 61.2 | 54.6 | 65.8 | 65.3 | |
| R-BiRQAAdversarial Training=R2026.02 | 77.1 | 49.1 | 38.2 | 41.7 | 54.5 | 52.6 | 61.4 | 58.7 | |
| AT-BiRQAAdversarial Training=AT2026.02 | 77.1 | 57.3 | 47.3 | 48.5 | 57 | 58.1 | 66.2 | 67.2 | |
| AT-TOPIQAdversarial Training=AT2026.02 | 76.8 | 49.3 | 46.7 | 47.9 | 58.4 | 51 | 63.4 | 61.4 | |
| R-TOPIQAdversarial Training=R2026.02 | 76.2 | 42 | 39.1 | 35 | 52.3 | 45.9 | 58.9 | 58.1 | |
| LPIPSAdversarial Training=None (base)2026.02 | 74.2 | 26 | 10.2 | 13.5 | 41.5 | 30.1 | 51.1 | 51.3 | |
| AAT-LPIPSAdversarial Training=AAT2026.02 | 73.6 | 52 | 48.6 | 45.9 | 63.2 | 49.4 | 64.3 | 61.8 | |
| AT-LPIPSAdversarial Training=AT2026.02 | 72.9 | 49.5 | 44 | 41.2 | 58.9 | 43.6 | 61.5 | 58.6 | |
| R-LPIPSAdversarial Training=R2026.02 | 72.8 | 48.7 | 30.6 | 29.8 | 47.1 | 37.5 | 56.7 | 53.3 |