Machine Translation on Multi30K En → Fr (test)
56.9BLEUOurs#
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours#testing_mode=image input given, input=paired images2023.05 | 56.9 | 70.7 | |
| PVPtesting_mode=image input given2023.05 | 52.3 | 67.6 | |
| w/o SGstesting_mode=image input given, ablation=without Scene Graphs2023.05 | 51.7 | 64 | |
| Ourstesting_mode=without image input given, visual_hallucination=SG-based2023.05 | 50.6 | 64.7 | |
| PVP*testing_mode=without image input given, visual_hallucination=phrase-level retrieval-based2023.05 | 46.7 | 58 | |
| UMMTtesting_mode=image input given2023.05 | 39.8 | 35.5 | |
| UMMT*testing_mode=without image input given, visual_hallucination=phrase-level retrieval-based2023.05 | 30.4 | 28.4 | |
| PVPtesting_mode=without image input given2023.05 | 26.1 | 23.8 | |
| UMMTtesting_mode=without image input given2023.05 | 15.8 | 12.7 |