| ActivityNet-CON | |
| CAViAR | |
| Causal2Needles | |
| Charades-CON | |
| CineTechBench | |
| Colon-Bench | |
| ContPhy | |
| E.T. Bench | |
| EventHallusion | |
| ForeSeaQA | |
| GUI-World | |
| HERBench | |
| K9-Bench | |
| KFS-Bench | |
| LOKI | |
| MME-VideoOCR | |
| M^3-Verse | |
| NaturalBench-Video | |
| ReXTime | |
| ReactHuman Benchmark (Scaled) | |
| S-EMBER | |
| SLVMBench | |
| SVCBench | |
| ScaleLong | |
| SmartHome-Bench | |
| TOC-Bench | |
| TaskMeAnything-v1-videoqa-2024 | |
| UCF101-AD | |
| UrbanVideo-Bench | |
| VANE-Bench | |
| VELOCITI | |
| VGenST-Bench | |
| VNBench | |
| VRU-Accident | |
| Video-LevelGauge | |
| VideoAds | |
| VideoGameQA-Bench | |
| iSafetyBench | |