| Benchmark | Model | Rank | Results |
|---|---|---|---|
| audio-visual-question-answering-on-dailyomni | CogniRoute | – | Accuracy: 74.3 |
| audio-visual-question-answering-on-omnibench | CogniRoute | – | Accuracy: 56.7 |
| audio-visual-question-answering-on-omnivideobench | CogniRoute | – | Accuracy: 38.9 |
| audio-visual-question-answering-on-worldsense | CogniRoute | – | Accuracy: 53.8 |
| video-question-answering-on-mmvu | CogniRoute | – | Accuracy: 60.7 |
| video-question-answering-on-mvbench | CogniRoute | – | Avg.: 70.2 |