Image Captioning on COCO Entities (test)
25.4BLEU-4VSR-guided CIC (oracle verb)
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| VSR-guided CIC (oracle verb)Proposals=GT, Verb=Oracle2021.03 | 25.4 | 28.8 | 57.8 | 265 | 49.8 | 88 | 59.2 | 42.5 | |
| VSR-guided CICProposals=GT2021.03 | 23.1 | 28 | 55.6 | 235.1 | 48.9 | 71.2 | 47.8 | 34.2 | |
| VSR-guided CIC (w/o verb)Proposals=GT, Verb=Excluded2021.03 | 20.1 | 24.3 | 52.8 | 199.5 | 47.3 | 30.6 | 21 | 16.2 | |
| SCTProposals=GT2021.03 | 18.1 | 24.4 | 50.3 | 191.3 | 47.4 | 29.4 | 20.1 | 15.3 | |
| VSR-guided CIC (oracle verb)Proposals=GSRL, Verb=Oracle2021.03 | 17.5 | 24 | 49 | 184.3 | 35.7 | 96.8 | 64.5 | 43.6 | |
| C-UpDnProposals=GT2021.03 | 16.5 | 22.9 | 46.7 | 170 | 40.4 | 30.5 | 21.3 | 13.6 | |
| VSR-guided CICProposals=GSRL2021.03 | 16 | 23.2 | 47.1 | 162.8 | 35.7 | 81.3 | 54.3 | 36.3 | |
| C-LSTMProposals=GT2021.03 | 14.6 | 21.1 | 44.3 | 148.2 | 36.3 | 29.7 | 20.7 | 14.2 | |
| C-UpDnProposals=GSRL2021.03 | 13.4 | 19.9 | 42.3 | 135.7 | 32.9 | 30.4 | 21.1 | 13.5 | |
| VSR-guided CIC (w/o verb)Proposals=GSRL, Verb=Excluded2021.03 | 13.4 | 19.2 | 42.8 | 129.5 | 34.7 | 30.4 | 21 | 15.9 | |
| C-LSTMProposals=GSRL2021.03 | 12.5 | 19.1 | 41.4 | 126.5 | 31.5 | 29.6 | 20.7 | 14.3 | |
| SCTProposals=GSRL2021.03 | 12.4 | 19 | 42.1 | 127.6 | 34.6 | 28.7 | 19.5 | 14.8 |