ICAO face image compliance verification on DFIC (test)
0.8Eyes ClosedMsSAMs
Evaluation results
| Method | Links | |||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MsSAMsTraining Status=Trained on DFIC dataset2026.02 | 0.8 | 2.5 | 1.6 | 2 | 2.7 | 13.9 | 2.6 | 2 | 0.2 | 0.7 | 0 | 0 | 2.5 | 0 | 3.3 | 1.1 | 1.7 | 0 | 0.5 | 4.5 | 4.6 | 2.8 | 0 | 0.3 | 0.6 | 0 | 2 | |
| OFIQ2026.02 | 0.9 | 6.4 | 1.9 | — | 4.2 | — | — | 8.9 | — | — | 5.4 | — | — | — | — | 23.7 | — | 3.3 | — | 12.9 | 24.3 | 22.7 | — | — | — | — | 10.4 | |
| ICAONet*Training Status=Fine-tuned on DFIC dataset2026.02 | 2.8 | 13 | 12.3 | 10.8 | 10.8 | 14.3 | 12.8 | 15.3 | 3 | 11.4 | 1.1 | 2.9 | 6.7 | 1.5 | 9.1 | 3.9 | 8.3 | 1.4 | 2.3 | 6.4 | 9.5 | 6.3 | 4.9 | 2.9 | 11.4 | 2.9 | 7.2 | |
| BioGazeTraining Status=Tuned on TONO+ONOT dataset2026.02 | 6.5 | 22.4 | — | 20.2 | 22.9 | 46.6 | — | 10.2 | — | — | 17.5 | — | — | — | — | 30.5 | — | 28 | — | 14.4 | 13.3 | 12 | 21.4 | 27.9 | — | 17.2 | 20.7 | |
| ICAONetTraining Status=Pre-trained baseline2026.02 | 9.4 | — | 31.5 | — | 21 | 29.3 | 39.7 | 22.7 | 34.9 | 52 | 10.4 | 24.1 | 14 | 24.8 | 33.5 | 41 | 11.6 | 35.8 | 42.7 | 12.1 | 29.2 | 31.7 | 44.5 | 46.6 | 49.2 | — | 30.1 |