Video Complexity Clustering on Inter4K 1080p labels OOD 1920x1080 (val)
15.5ARICECL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CECLTraining Dataset=OpenVid, Evaluation Domain=Out-of-Domain, Label Resolution=1920x1080, Encoder Status=Frozen, K-Means Clustering Seeds=102026.06 | 15.5 | 36.3 | 22.5 | |
| V-JEPATraining Dataset=OpenVid, Evaluation Domain=Out-of-Domain, Label Resolution=1920x1080, Encoder Status=Frozen, K-Means Clustering Seeds=102026.06 | 14.3 | 32.8 | 21.7 | |
| Video-MAETraining Dataset=OpenVid, Evaluation Domain=Out-of-Domain, Label Resolution=1920x1080, Encoder Status=Frozen, K-Means Clustering Seeds=102026.06 | 14.1 | 34.4 | 21.6 | |
| CLIPTraining Dataset=OpenVid, Evaluation Domain=Out-of-Domain, Label Resolution=1920x1080, Encoder Status=Frozen, K-Means Clustering Seeds=102026.06 | 4 | 12.3 | 11.7 | |
| CONTRIQUETraining Dataset=OpenVid, Evaluation Domain=Out-of-Domain, Label Resolution=1920x1080, Encoder Status=Frozen, K-Means Clustering Seeds=102026.06 | 2.8 | 9.6 | 10.3 | |
| DINOv2Training Dataset=OpenVid, Evaluation Domain=Out-of-Domain, Label Resolution=1920x1080, Encoder Status=Frozen, K-Means Clustering Seeds=102026.06 | 2.5 | 10.1 | 10.2 | |
| DOVERTraining Dataset=OpenVid, Evaluation Domain=Out-of-Domain, Label Resolution=1920x1080, Encoder Status=Frozen, K-Means Clustering Seeds=102026.06 | 1.1 | 5.6 | 9.2 |