Metric: B2 (higher is better)
| # | Model↕ | B2▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GIT, Single Model | 76.1 | No | GIT: A Generative Image-to-text Transformer for ... | 2022-05-27 | Code |
| 2 | GIT2, Single Model | 75.86 | No | GIT: A Generative Image-to-text Transformer for ... | 2022-05-27 | Code |
| 3 | PaLI | 75.21 | No | PaLI: A Jointly-Scaled Multilingual Language-Ima... | 2022-09-14 | Code |
| 4 | CoCa - Google Brain | 74.29 | No | - | - | - |
| 5 | Microsoft Cognitive Services team | 72.83 | No | VIVO: Visual Vocabulary Pre-Training for Novel O... | 2020-09-28 | - |
| 6 | Single Model | 70 | No | SimVLM: Simple Visual Language Model Pretraining... | 2021-08-24 | Code |
| 7 | IEDA-LAB | 69.8 | No | - | - | - |
| 8 | FudanFVL | 69.57 | No | - | - | - |
| 9 | MD | 69.12 | No | - | - | - |
| 10 | vll@mk514 | 68.7 | No | - | - | - |
| 11 | ViTCAP-CIDEr-136.7-ENC-DEC-ViTbfocal10-test-CBS | 68.09 | No | - | - | - |
| 12 | VinVL (Microsoft Cognitive Services + MSR) | 68.04 | No | VinVL: Revisiting Visual Representations in Visi... | 2021-01-02 | Code |
| 13 | FudanWYZ | 68.02 | No | - | - | - |
| 14 | firethehole | 67.2 | No | - | - | - |
| 15 | RCAL | 64.7 | No | - | - | - |
| 16 | camel XE | 64.48 | No | - | - | - |
| 17 | icgp2ssi1_coco_si_0.02_5_test | 63.94 | No | - | - | - |
| 18 | cxy_nocaps_training | 63.79 | No | - | - | - |
| 19 | 作者给的test文件 | 63.79 | No | - | - | - |
| 20 | Xinyi | 63.74 | No | - | - | - |
| 21 | Oscar | 63.27 | No | - | - | - |
| 22 | evertyhing | 63.09 | No | - | - | - |
| 23 | MQ-UpDown-C | 61.63 | No | - | - | - |
| 24 | UpDown | 60.34 | No | - | - | - |
| 25 | nocaps_training | 60.34 | No | - | - | - |
| 26 | B2 | 59.97 | No | - | - | - |
| 27 | UpDown + ELMo + CBS | 59.58 | No | - | - | - |
| 28 | YX | 58.76 | No | - | - | - |
| 29 | area_attention | 57.98 | No | - | - | - |
| 30 | Human | 57.3 | No | - | - | - |
| 31 | 7_10-7_40000_predict_test.json | 56.79 | No | - | - | - |
| 32 | Neural Baby Talk | 56.78 | No | - | - | - |
| 33 | Neural Baby Talk + CBS | 56.2 | No | - | - | - |
| 34 | None | 55.97 | No | - | - | - |
| 35 | coco_all_19 | 53.52 | No | - | - | - |
| 36 | Yu-Wu | 52.89 | No | - | - | - |
| 37 | CS395T | 51.88 | No | - | - | - |