Metric: METEOR (higher is better)
| # | Model↕ | METEOR▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PaLI | 34.22 | No | PaLI: A Jointly-Scaled Multilingual Language-Ima... | 2022-09-14 | Code |
| 2 | GIT2, Single Model | 33.83 | No | GIT: A Generative Image-to-text Transformer for ... | 2022-05-27 | Code |
| 3 | GIT, Single Model | 33.41 | No | GIT: A Generative Image-to-text Transformer for ... | 2022-05-27 | Code |
| 4 | CoCa - Google Brain | 33.01 | No | - | - | - |
| 5 | Microsoft Cognitive Services team | 32.7 | No | VIVO: Visual Vocabulary Pre-Training for Novel O... | 2020-09-28 | - |
| 6 | Single Model | 31.97 | No | SimVLM: Simple Visual Language Model Pretraining... | 2021-08-24 | Code |
| 7 | FudanFVL | 31.77 | No | - | - | - |
| 8 | firethehole | 31.61 | No | - | - | - |
| 9 | FudanWYZ | 31.33 | No | - | - | - |
| 10 | vll@mk514 | 30.51 | No | - | - | - |
| 11 | IEDA-LAB | 30.43 | No | - | - | - |
| 12 | MD | 30.06 | No | - | - | - |
| 13 | VinVL (Microsoft Cognitive Services + MSR) | 29.51 | No | VinVL: Revisiting Visual Representations in Visi... | 2021-01-02 | Code |
| 14 | ViTCAP-CIDEr-136.7-ENC-DEC-ViTbfocal10-test-CBS | 29.37 | No | - | - | - |
| 15 | camel XE | 28.7 | No | - | - | - |
| 16 | Human | 28.53 | No | - | - | - |
| 17 | evertyhing | 27.97 | No | - | - | - |
| 18 | RCAL | 27.7 | No | - | - | - |
| 19 | icgp2ssi1_coco_si_0.02_5_test | 27.7 | No | - | - | - |
| 20 | Xinyi | 27.27 | No | - | - | - |
| 21 | cxy_nocaps_training | 27.25 | No | - | - | - |
| 22 | 作者给的test文件 | 27.25 | No | - | - | - |
| 23 | MQ-UpDown-C | 27.25 | No | - | - | - |
| 24 | Oscar | 27.23 | No | - | - | - |
| 25 | UpDown + ELMo + CBS | 26.35 | No | - | - | - |
| 26 | UpDown | 26.04 | No | - | - | - |
| 27 | nocaps_training | 26.04 | No | - | - | - |
| 28 | 7_10-7_40000_predict_test.json | 26.02 | No | - | - | - |
| 29 | None | 25.1 | No | - | - | - |
| 30 | YX | 25.08 | No | - | - | - |
| 31 | area_attention | 25.07 | No | - | - | - |
| 32 | B2 | 25.06 | No | - | - | - |
| 33 | Neural Baby Talk | 23.8 | No | - | - | - |
| 34 | Neural Baby Talk + CBS | 23.68 | No | - | - | - |
| 35 | coco_all_19 | 23.47 | No | - | - | - |
| 36 | CS395T | 22.04 | No | - | - | - |
| 37 | Yu-Wu | 22.04 | No | - | - | - |