Image Captioning on MSCOCO (Standard Metrics)
39.7BLEU-4Clean
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CleanSource Model=ALBEF2026.03 | 39.7 | 31 | 60 | 133.3 | 23.8 | |
| Original InputTransfer Protocol=ITR → IC2026.06 | 39.7 | 31 | 60 | 133.3 | 23.8 | |
| SGATransfer Protocol=ITR → IC2026.06 | 29.1 | 24.3 | 51.5 | 91.2 | 17.8 | |
| SGASource Model=ALBEF2026.03 | 28 | 24.6 | 51.2 | 91.4 | 17.7 | |
| DRASource Model=ALBEF2026.03 | 27.2 | 24.2 | 50.7 | 88.3 | 17.2 | |
| DRATransfer Protocol=ITR → IC2026.06 | 26.6 | 24.6 | 48.6 | 86.9 | 16.9 | |
| SA-AETSource Model=ALBEF2026.03 | 21 | 20.5 | 45.2 | 65.7 | 13.6 | |
| SA-AETTransfer Protocol=ITR → IC2026.06 | 20.8 | 20.5 | 44.7 | 65.9 | 13.4 | |
| GLEAMTransfer Protocol=ITR → IC2026.06 | 19.8 | 19.3 | 42.8 | 59.7 | 12.4 | |
| DeBias-AttackTransfer Protocol=ITR → IC2026.06 | 18.1 | 18.7 | 42.8 | 56.3 | 11.9 | |
| SADCASource Model=ALBEF2026.03 | 17.4 | 17.9 | 42.2 | 50.3 | 10.7 |