VQA-Med
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Visual Question Answering | VQA-Med Open | ECE0.006 | 192 | |
| Visual Question Answering | VQA-Med Open | AUROC0.825 | 96 | |
| Visual Question Answering | VQA-Med Closed | AUROC81.8 | 96 | |
| Medical Visual Question Answering | VQA-Med Closed | ECE0.013 | 96 | |
| Hallucination Detection | VQA-Med 2019 (All) | AUC78.1 | 55 | |
| Hallucination Detection | VQA-Med Open-Ended 2019 | AUC78.65 | 37 | |
| Medical Visual Question Answering | VQA-Med 2019 | Accuracy62.2 | 20 | |
| Hallucination Detection | VQA-Med Open-Ended 2019 (test) | AUC78.14 | 18 | |
| Medical Visual Question Answering | VQA-Med (test) | ROUGE-127.96 | 17 | |
| Medical Visual Question Answering | VQA-Med | Accuracy73.3 | 9 | |
| Medical Visual Question Answering | VQA-MED | METEOR0.493 | 4 | |
| Medical Visual Question Answering | VQA-MED | ROUGE-L F176 | 4 | |
| Visual Question Answering | VQA-MED | COMET Score87.4 | 4 | |
| Visual Question Answering | VQA-MED | Sentence BLEU-425.9 | 4 | |
| Medical Visual Question Answering | VQA-MED | BERTScore0.891 | 4 | |
| Medical Visual Question Answering | VQA-MED | Sentence BLEU-175.8 | 4 |
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