Metric: B1 (higher is better)
| # | Model↕ | B1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GIT2, Single Model | 88.86 | No | GIT: A Generative Image-to-text Transformer for ... | 2022-05-27 | Code |
| 2 | GIT, Single Model | 88.55 | No | GIT: A Generative Image-to-text Transformer for ... | 2022-05-27 | Code |
| 3 | PaLI | 88.02 | No | PaLI: A Jointly-Scaled Multilingual Language-Ima... | 2022-09-14 | Code |
| 4 | CoCa - Google Brain | 87.27 | No | - | - | - |
| 5 | Microsoft Cognitive Services team | 86.33 | No | VIVO: Visual Vocabulary Pre-Training for Novel O... | 2020-09-28 | - |
| 6 | Single Model | 84.64 | No | SimVLM: Simple Visual Language Model Pretraining... | 2021-08-24 | Code |
| 7 | IEDA-LAB | 84.4 | No | - | - | - |
| 8 | FudanFVL | 84.2 | No | - | - | - |
| 9 | MD | 84.03 | No | - | - | - |
| 10 | vll@mk514 | 83.77 | No | - | - | - |
| 11 | VinVL (Microsoft Cognitive Services + MSR) | 83.24 | No | VinVL: Revisiting Visual Representations in Visi... | 2021-01-02 | Code |
| 12 | FudanWYZ | 82.91 | No | - | - | - |
| 13 | ViTCAP-CIDEr-136.7-ENC-DEC-ViTbfocal10-test-CBS | 82.9 | No | - | - | - |
| 14 | firethehole | 81.86 | No | - | - | - |
| 15 | cxy_nocaps_training | 81.64 | No | - | - | - |
| 16 | 作者给的test文件 | 81.64 | No | - | - | - |
| 17 | Xinyi | 81.61 | No | - | - | - |
| 18 | Oscar | 80.7 | No | - | - | - |
| 19 | RCAL | 80.68 | No | - | - | - |
| 20 | camel XE | 80.5 | No | - | - | - |
| 21 | icgp2ssi1_coco_si_0.02_5_test | 80.26 | No | - | - | - |
| 22 | evertyhing | 79.58 | No | - | - | - |
| 23 | MQ-UpDown-C | 78.73 | No | - | - | - |
| 24 | UpDown | 77.68 | No | - | - | - |
| 25 | nocaps_training | 77.68 | No | - | - | - |
| 26 | UpDown + ELMo + CBS | 77.65 | No | - | - | - |
| 27 | B2 | 77.06 | No | - | - | - |
| 28 | Human | 76.89 | No | - | - | - |
| 29 | Neural Baby Talk + CBS | 76.49 | No | - | - | - |
| 30 | YX | 76.48 | No | - | - | - |
| 31 | area_attention | 76.12 | No | - | - | - |
| 32 | Neural Baby Talk | 75.91 | No | - | - | - |
| 33 | 7_10-7_40000_predict_test.json | 75.31 | No | - | - | - |
| 34 | None | 74.35 | No | - | - | - |
| 35 | coco_all_19 | 72.76 | No | - | - | - |
| 36 | CS395T | 72.24 | No | - | - | - |
| 37 | Yu-Wu | 72.05 | No | - | - | - |