| audio-question-answering-on-openaudiobench-llamaquestions | LongCat-Flash-Omni | #2 | Accuracy: 83.33 |
| audio-visual-question-answering-on-dailyomni | LongCat-Flash-Omni Instruct | #2 | Accuracy: 82.38 |
| audio-visual-question-answering-on-worldsense | LongCat-Flash-Omni Instruct | #2 | Accuracy: 60.89 |
| audio-classification-on-vocalsound | LongCat-Flash-Omni | #3 | Accuracy: 92.76 |
| visual-question-answering-vqa-on-mmbench-en | LongCat-Flash-Omni | #5 | Accuracy: 89.8 |
| video-question-answering-on-mvbench | LongCat-Flash-Omni | #9 | Avg.: 75.2 |
| object-counting-on-countbench | LongCat-Flash-Omni | #14 | Accuracy: 92.4 |
| video-question-answering-on-video-mmmu | LongCat-Flash-Omni Instruct | #18 | Accuracy: 67.5 |
| visual-question-answering-vqa-on-realworldqa | LongCat-Flash-Omni | #20 | Accuracy: 76.0 |