Metric: B2 (higher is better)
| # | Model↕ | B2▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GIT, Single Model | 74.81 | No | GIT: A Generative Image-to-text Transformer for ... | 2022-05-27 | Code |
| 2 | CoCa - Google Brain | 73.71 | No | - | - | - |
| 3 | Microsoft Cognitive Services team | 71.36 | No | Scaling Up Vision-Language Pre-training for Imag... | 2021-11-24 | - |
| 4 | Prismer | 69.99 | No | Prismer: A Vision-Language Model with Multi-Task... | 2023-03-04 | Code |
| 5 | Single Model | 68.86 | No | SimVLM: Simple Visual Language Model Pretraining... | 2021-08-24 | Code |
| 6 | FudanFVL | 68.77 | No | - | - | - |
| 7 | FudanWYZ | 67.45 | No | - | - | - |
| 8 | IEDA-LAB | 67.3 | No | - | - | - |
| 9 | MD | 66.25 | No | - | - | - |
| 10 | firethehole | 65.55 | No | - | - | - |
| 11 | VinVL (Microsoft Cognitive Services + MSR) | 65.15 | No | VinVL: Revisiting Visual Representations in Visi... | 2021-01-02 | Code |
| 12 | vll@mk514 | 65.1 | No | - | - | - |
| 13 | ViTCAP-CIDEr-136.7-ENC-DEC-ViTbfocal10-test-CBS | 64.62 | No | - | - | - |
| 14 | icgp2ssi1_coco_si_0.02_5_test | 61.95 | No | - | - | - |
| 15 | evertyhing | 61.6 | No | - | - | - |
| 16 | vinvl_yuan_cbs | 60.95 | No | - | - | - |
| 17 | Oscar | 60.83 | No | - | - | - |
| 18 | RCAL | 60.74 | No | - | - | - |
| 19 | camel XE | 60.27 | No | - | - | - |
| 20 | cxy_nocaps_training | 59.36 | No | - | - | - |
| 21 | Xinyi | 59.05 | No | - | - | - |
| 22 | MQ-UpDown-C | 57.76 | No | - | - | - |
| 23 | UpDown + ELMo + CBS | 56.74 | No | - | - | - |
| 24 | Human | 56.46 | No | - | - | - |
| 25 | nocaps_training | 55.11 | No | - | - | - |
| 26 | UpDown | 55.11 | No | - | - | - |
| 27 | B2 | 54.08 | No | - | - | - |
| 28 | 7_10-7_40000_predict_test.json | 52.88 | No | - | - | - |
| 29 | YX | 52.52 | No | - | - | - |
| 30 | Neural Baby Talk | 52.42 | No | - | - | - |
| 31 | Neural Baby Talk + CBS | 52.12 | No | - | - | - |
| 32 | None | 52.04 | No | - | - | - |
| 33 | area_attention | 51.97 | No | - | - | - |
| 34 | coco_all_19 | 48.95 | No | - | - | - |
| 35 | CS395T | 47.65 | No | - | - | - |
| 36 | Yu-Wu | 47.37 | No | - | - | - |