Visual Captioning on MS-COCO English In-domain (test)
44.1BLEU-4GIT
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GITSetting=Fully-Supervised2023.08 | 44.1 | 31.5 | — | 144.8 | 24.7 | |
| LEMON_baseSetting=Fully-Supervised2023.08 | 40.3 | 30.2 | — | 133.3 | 23.3 | |
| CaMELSetting=Fully-Supervised2023.08 | 39.1 | 29.4 | 58.5 | 125.7 | 22.2 | |
| MAD+SAPSetting=Fully-Supervised2023.08 | 37 | 28.1 | 57.2 | 117.3 | 21.3 | |
| Oscar_baseSetting=Fully-Supervised2023.08 | 36.5 | 30.3 | — | 123.7 | 23.1 | |
| ClipCapSetting=Fully-Supervised2023.08 | 33.5 | 27.5 | — | 113.1 | 21.1 | |
| CapCLIP*Setting=Fully-Supervised2023.08 | 32.3 | 27.7 | 55.4 | 109.5 | 20.7 | |
| MultiCapCLIPSetting=Zero-Shot2023.08 | 27.6 | 25.2 | 51.6 | 96.2 | 18.5 | |
| SCSSetting=Weakly-Supervised2023.08 | 22.8 | 21.4 | 47.7 | 74.7 | 15.1 | |
| IGGANSetting=Weakly-Supervised2023.08 | 21.9 | 21.1 | 46.5 | 64 | 14.5 | |
| Graph-AlignSetting=Weakly-Supervised2023.08 | 21.5 | 20.9 | 47.2 | 69.5 | 15 | |
| IC-SMESetting=Weakly-Supervised2023.08 | 19.3 | 20.2 | 45 | 61.8 | 12.9 | |
| TSGANSetting=Weakly-Supervised2023.08 | 18.9 | 18.2 | 43.3 | 55.2 | 11.3 | |
| UICSetting=Weakly-Supervised2023.08 | 18.6 | 17.9 | 43.1 | 54.9 | 11.1 | |
| USGAESetting=Weakly-Supervised2023.08 | 17.1 | 19.1 | 43.8 | 55.1 | 12.8 | |
| MAGICSetting=Zero-Shot2023.08 | 12.9 | 17.4 | 39.9 | 49.3 | 11.3 | |
| ZS-CapCLIP*Setting=Zero-Shot2023.08 | 6.1 | 15.8 | 33 | 27.3 | 9.3 |