Metric: B2 (higher is better)
| # | Model↕ | B2▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GIT2, Single Model | 75.86 | No | GIT: A Generative Image-to-text Transformer for ... | 2022-05-27 | Code |
| 2 | PaLI | 75.56 | No | PaLI: A Jointly-Scaled Multilingual Language-Ima... | 2022-09-14 | Code |
| 3 | GIT, Single Model | 75.48 | No | GIT: A Generative Image-to-text Transformer for ... | 2022-05-27 | Code |
| 4 | CoCa - Google Brain | 74.49 | No | - | - | - |
| 5 | Microsoft Cognitive Services team | 72.6 | No | VIVO: Visual Vocabulary Pre-Training for Novel O... | 2020-09-28 | - |
| 6 | Single Model | 69.83 | No | SimVLM: Simple Visual Language Model Pretraining... | 2021-08-24 | Code |
| 7 | FudanFVL | 69.66 | No | - | - | - |
| 8 | IEDA-LAB | 68.58 | No | - | - | - |
| 9 | FudanWYZ | 68.56 | No | - | - | - |
| 10 | MD | 67.99 | No | - | - | - |
| 11 | VinVL (Microsoft Cognitive Services + MSR) | 66.94 | No | VinVL: Revisiting Visual Representations in Visi... | 2021-01-02 | Code |
| 12 | firethehole | 66.65 | No | - | - | - |
| 13 | vll@mk514 | 66.55 | No | - | - | - |
| 14 | ViTCAP-CIDEr-136.7-ENC-DEC-ViTbfocal10-test-CBS | 65.88 | No | - | - | - |
| 15 | icgp2ssi1_coco_si_0.02_5_test | 63.01 | No | - | - | - |
| 16 | evertyhing | 62.73 | No | - | - | - |
| 17 | Oscar | 62.32 | No | - | - | - |
| 18 | vinvl_yuan_cbs | 62.31 | No | - | - | - |
| 19 | RCAL | 62.26 | No | - | - | - |
| 20 | camel XE | 62.06 | No | - | - | - |
| 21 | cxy_nocaps_training | 60.75 | No | - | - | - |
| 22 | Xinyi | 60.52 | No | - | - | - |
| 23 | MQ-UpDown-C | 59 | No | - | - | - |
| 24 | UpDown + ELMo + CBS | 58.31 | No | - | - | - |
| 25 | Human | 56.97 | No | - | - | - |
| 26 | nocaps_training | 56.93 | No | - | - | - |
| 27 | UpDown | 56.93 | No | - | - | - |
| 28 | B2 | 55.53 | No | - | - | - |
| 29 | 7_10-7_40000_predict_test.json | 54.26 | No | - | - | - |
| 30 | Neural Baby Talk | 54.1 | No | - | - | - |
| 31 | YX | 53.98 | No | - | - | - |
| 32 | None | 53.74 | No | - | - | - |
| 33 | Neural Baby Talk + CBS | 53.67 | No | - | - | - |
| 34 | area_attention | 53.56 | No | - | - | - |
| 35 | coco_all_19 | 50.79 | No | - | - | - |
| 36 | CS395T | 48.92 | No | - | - | - |
| 37 | Yu-Wu | 48.7 | No | - | - | - |