| action-recognition-on-rareact | 馃Ι Flamingo | #1 | mWAP: 60.8 |
| generative-visual-question-answering-on-pmc | Open-Flamingo | #3 | BLEU-1: 4.1 |
| meme-classification-on-hateful-memes | Flamingo (fine-tuned) | #5 | ROC-AUC: 0.866 |
| meme-classification-on-hateful-memes | Flamingo (few-shot:32) | #15 | ROC-AUC: 0.700 |
| temporal-casual-qa-on-next-qa | Flamingo(32-shot) | #3 | WUPS: 33.5 |
| temporal-casual-qa-on-next-qa | Flamingo(0-shot) | #6 | WUPS: 26.7 |
| video-question-answering-on-situated | Flamingo-9B (4-shot) | #13 | Average Accuracy: 42.8 |
| video-question-answering-on-situated | Flamingo-80B (4-shot) | #14 | Average Accuracy: 42.4 |
| video-question-answering-on-situated | Flamingo-9B (0-shot) | #15 | Average Accuracy: 41.8 |
| video-question-answering-on-situated | Flamingo-80B (0-shot) | #16 | Average Accuracy: 39.7 |
| visual-question-answering-on-msrvtt-qa-1 | Flamingo | #3 | Accuracy: 0.474 |
| visual-question-answering-on-msrvtt-qa-1 | Flamingo (32-shot) | #25 | Accuracy: 0.310 |
| visual-question-answering-on-msrvtt-qa-1 | Flamingo (0-shot) | #27 | Accuracy: 0.174 |
| visual-question-answering-on-ok-vqa | Flamingo80B | #15 | Accuracy: 50.6 |
| visual-question-answering-on-ok-vqa | Flamingo9B | #20 | Accuracy: 44.7 |
| visual-question-answering-on-ok-vqa | Flamingo3B | #23 | Accuracy: 41.2 |
| visual-question-answering-on-vqa-v2-test-dev | Flamingo 80B | #46 | Accuracy: 56.3 |
| visual-question-answering-on-vqa-v2-test-dev | Flamingo 9B | #49 | Accuracy: 51.8 |
| visual-question-answering-on-vqa-v2-test-dev | Flamingo 3B | #51 | Accuracy: 49.2 |
| visual-question-answering-vqa-on-pmc-vqa | Open-Flamingo | #2 | Accuracy: 26.4 |
| zero-shot-cross-modal-retrieval-on-coco-2014 | Flamingo | #10 | Image-to-text R@1: 65.9Image-to-text R@5: 87.3… |
| zero-shot-cross-modal-retrieval-on-flickr30k | Flamingo | #12 | Image-to-text R@1: 89.3Image-to-text R@5: 98.8… |
| zero-shot-video-question-answer-on-star | Flamingo-9B | #3 | Accuracy: 41.8 |