Metric: B1 (higher is better)
| # | Model↕ | B1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PaLI | 86.28 | No | PaLI: A Jointly-Scaled Multilingual Language-Ima... | 2022-09-14 | Code |
| 2 | GIT2, Single Model | 86.28 | No | GIT: A Generative Image-to-text Transformer for ... | 2022-05-27 | Code |
| 3 | GIT, Single Model | 85.99 | No | GIT: A Generative Image-to-text Transformer for ... | 2022-05-27 | Code |
| 4 | CoCa - Google Brain | 84.75 | No | - | - | - |
| 5 | Microsoft Cognitive Services team | 81.73 | No | VIVO: Visual Vocabulary Pre-Training for Novel O... | 2020-09-28 | - |
| 6 | FudanFVL | 81.44 | No | - | - | - |
| 7 | Single Model | 80.89 | No | SimVLM: Simple Visual Language Model Pretraining... | 2021-08-24 | Code |
| 8 | FudanWYZ | 80 | No | - | - | - |
| 9 | IEDA-LAB | 79.52 | No | - | - | - |
| 10 | MD | 76.81 | No | - | - | - |
| 11 | firethehole | 76.65 | No | - | - | - |
| 12 | vll@mk514 | 76.41 | No | - | - | - |
| 13 | ViTCAP-CIDEr-136.7-ENC-DEC-ViTbfocal10-test-CBS | 76.2 | No | - | - | - |
| 14 | VinVL (Microsoft Cognitive Services + MSR) | 75.78 | No | VinVL: Revisiting Visual Representations in Visi... | 2021-01-02 | Code |
| 15 | icgp2ssi1_coco_si_0.02_5_test | 75.71 | No | - | - | - |
| 16 | evertyhing | 75.5 | No | - | - | - |
| 17 | Oscar | 74.98 | No | - | - | - |
| 18 | Human | 74.84 | No | - | - | - |
| 19 | vinvl_yuan_cbs | 73.95 | No | - | - | - |
| 20 | cxy_nocaps_training | 73.07 | No | - | - | - |
| 21 | UpDown-C | 72.94 | No | - | - | - |
| 22 | Xinyi | 72.53 | No | - | - | - |
| 23 | RCAL | 72.47 | No | - | - | - |
| 24 | UpDown + ELMo + CBS | 71.57 | No | - | - | - |
| 25 | camel XE | 71.34 | No | - | - | - |
| 26 | nocaps_training | 66.54 | No | - | - | - |
| 27 | UpDown | 66.54 | No | - | - | - |
| 28 | YX | 66.44 | No | - | - | - |
| 29 | B2 | 66.32 | No | - | - | - |
| 30 | 7_10-7_40000_predict_test.json | 66.14 | No | - | - | - |
| 31 | Neural Baby Talk + CBS | 65.98 | No | - | - | - |
| 32 | area_attention | 64.58 | No | - | - | - |
| 33 | Neural Baby Talk | 64.45 | No | - | - | - |
| 34 | CS395T | 63 | No | - | - | - |
| 35 | coco_all_19 | 61.62 | No | - | - | - |
| 36 | Yu-Wu | 60.95 | No | - | - | - |
| 37 | Check | 47.08 | No | - | - | - |