| physical-commonsense-reasoning-on-physical | Human | #1 | With Audio (Acc %): 96.3 ± 2.1Without Audio (Acc %): 90.5 ± 3.1 |
| physical-commonsense-reasoning-on-physical | Merlot Reserve (Large) | #2 | With Audio (Acc %): 70.1 ± 1.0Without Audio (Acc %): 68.4 ± 0.7 |
| physical-commonsense-reasoning-on-physical | CLIP/AudioCLIP | #3 | With Audio (Acc %): 60.0 ± 0.9Without Audio (Acc %): 56.3 ± 0.7 |
| physical-commonsense-reasoning-on-physical | Late Fusion | #4 | With Audio (Acc %): 55.0 ± 1.1Without Audio (Acc %): 52.5 ± 1.6 |
| physical-commonsense-reasoning-on-physical | Majority | #5 | With Audio (Acc %): 50.4Without Audio (Acc %): 50.4 |
| physical-commonsense-reasoning-on-physical | UNITER (Large) | #6 | Without Audio (Acc %): 60.6 ± 2.2 |