| image-captioning-on-nocaps-entire | GIT, Single Model | #1 | CIDEr: 123.39B1: 88.1B2: 74.81B3: 57.68B4: 37.35… |
| image-captioning-on-nocaps-near-domain | GIT2, Single Model | #1 | CIDEr: 125.51B1: 88.9B2: 75.86B3: 58.9B4: 38.95… |
| image-captioning-on-nocaps-near-domain | GIT, Single Model | #3 | CIDEr: 123.92B1: 88.56B2: 75.48B3: 58.46B4: 38.44… |
| image-captioning-on-nocaps-xd-entire | GIT2 | #1 | CIDEr: 124.77B1: 88.43B2: 75.02B3: 57.87B4: 37.65… |
| image-captioning-on-nocaps-xd-entire | GIT | #2 | CIDEr: 123.39B1: 88.1B2: 74.81B3: 57.68B4: 37.35… |
| image-captioning-on-nocaps-xd-in-domain | GIT2 | #1 | CIDEr: 124.18B1: 88.86B2: 75.86B3: 59.94B4: 41.1… |
| image-captioning-on-nocaps-xd-in-domain | GIT | #2 | CIDEr: 122.4B1: 88.55B2: 76.1B3: 60.53B4: 41.65… |
| image-captioning-on-nocaps-xd-near-domain | GIT2 | #1 | CIDEr: 125.51B1: 88.9B2: 75.86B3: 58.9B4: 38.95… |
| image-captioning-on-nocaps-xd-near-domain | GIT | #2 | CIDEr: 123.92B1: 88.56B2: 75.48B3: 58.46B4: 38.44… |
| image-captioning-on-nocaps-xd-out-of-domain | GIT2 | #1 | CIDEr: 122.27B1: 86.28B2: 71.15B3: 52.36B4: 30.15… |
| image-captioning-on-nocaps-xd-out-of-domain | GIT | #2 | CIDEr: 122.04B1: 85.99B2: 71.28B3: 52.66B4: 30.04… |
| image-captioning-on-nocaps-in-domain | GIT2, Single Model | #2 | CIDEr: 124.18B1: 88.86B2: 75.86B3: 59.94B4: 41.1… |
| image-captioning-on-nocaps-in-domain | GIT, Single Model | #3 | CIDEr: 122.4B1: 88.55B2: 76.1B3: 60.53B4: 41.65… |
| image-captioning-on-nocaps-out-of-domain | GIT2, Single Model | #2 | CIDEr: 122.27B1: 86.28B2: 71.15B3: 52.36B4: 30.15… |
| image-captioning-on-nocaps-out-of-domain | GIT, Single Model | #3 | CIDEr: 122.04B1: 85.99B2: 71.28B3: 52.66B4: 30.04… |
| image-captioning-on-coco-captions | GIT | #3 | BLEU-4: 44.1CIDER: 151.1METEOR: 32.2SPICE: 26.3 |
| video-captioning-on-msr-vtt | GIT2 | #3 | CIDEr: 75.9METEOR: 33.1ROUGE-L: 68.2BLEU-4: 54.8GS: 201.6 |
| image-captioning-on-textcaps | GIT2 | #4 | CIDEr: 145.0 |
| visual-question-answering-on-vqa-v2-test-std | GIT2 | #5 | overall: 81.92 |
| visual-question-answering-on-msvd-qa | GIT | #7 | Accuracy: 0.568 |