Metric: CIDEr (higher is better)
| # | Model↕ | CIDEr▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GIT2 | 122.27 | No | GIT: A Generative Image-to-text Transformer for ... | 2022-05-27 | Code |
| 2 | GIT | 122.04 | No | GIT: A Generative Image-to-text Transformer for ... | 2022-05-27 | Code |
| 3 | Microsoft Cognitive Services team | 95.5 | No | VIVO: Visual Vocabulary Pre-Training for Novel O... | 2020-09-28 | - |
| 4 | Human | 91.62 | No | - | - | - |
| 5 | VLAF2 | 90.34 | No | - | - | - |
| 6 | icp2ssi1_coco_si_0.02_5_test | 85.28 | No | - | - | - |
| 7 | test_cbs2 | 77.94 | No | - | - | - |
| 8 | UpDown + ELMo + CBS | 66.67 | No | - | - | - |
| 9 | Neural Baby Talk + CBS | 58.48 | No | - | - | - |
| 10 | Neural Baby Talk | 48.73 | No | - | - | - |
| 11 | UpDown | 30.09 | No | - | - | - |