Video Anomaly Detection
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All datasetsHR-ShanghaiTechHR-AvenueHR-UBnormalCUHK AvenueShanghaiTech CampusUBnormalCHADCHUK AvenuePed2ShanghaiTechUCSD Ped2
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | PoseWatch-H | AUC | 87.23 | — | Unverified |
| 2 | MoPRL | AUC | 84.3 | — | Unverified |
| 3 | TSGAD | AUC | 81.77 | — | Unverified |
| 4 | TrajREC | AUC | 77.9 | — | Unverified |
| 5 | MoCoDAD | AUC | 77.6 | — | Unverified |
| 6 | COSKAD-euclidean | AUC | 77.1 | — | Unverified |
| 7 | Multi-timescale Prediction | AUC | 77 | — | Unverified |
| 8 | COSKAD-hyperbolic | AUC | 75.6 | — | Unverified |
| 9 | MPED-RNN | AUC | 75.4 | — | Unverified |
| 10 | COSKAD-radial | AUC | 75.2 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | TrajREC | AUC | 89.4 | — | Unverified |
| 2 | MoCoDAD | AUC | 89 | — | Unverified |
| 3 | Multi-timescale Prediction | AUC | 88.33 | — | Unverified |
| 4 | COSKAD-euclidean | AUC | 87.8 | — | Unverified |
| 5 | COSKAD-hyperbolic | AUC | 87.3 | — | Unverified |
| 6 | BiPOCO | AUC | 87 | — | Unverified |
| 7 | MPED-RNN | AUC | 86.3 | — | Unverified |
| 8 | Pred | AUC | 86.2 | — | Unverified |
| 9 | Conv-AE | AUC | 84.8 | — | Unverified |
| 10 | COSKAD-radial | AUC | 82.2 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | MoCoDAD | AUC | 68.4 | — | Unverified |
| 2 | TrajREC | AUC | 68.2 | — | Unverified |
| 3 | COSKAD-hyperbolic | AUC | 65.5 | — | Unverified |
| 4 | COSKAD-euclidean | AUC | 65.2 | — | Unverified |
| 5 | COSKAD-radial | AUC | 63.4 | — | Unverified |
| 6 | MPED-RNN | AUC | 61.2 | — | Unverified |
| 7 | GEPC | AUC | 55.2 | — | Unverified |
| 8 | BiPOCO | AUC | 52.3 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | VADMamba | AUC | 91.5 | — | Unverified |
| 2 | MAMA | AUC | 91.2 | — | Unverified |
| 3 | HF2-VAD | AUC | 91.1 | — | Unverified |
| 4 | AnyAnomaly | AUC | 87.3 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | PoseWatch-H | AUC | 85.75 | — | Unverified |
| 2 | TSGAD | AUC | 80.6 | — | Unverified |
| 3 | VADMamba | AUC | 77 | — | Unverified |
| 4 | HF2-VAD | AUC | 76.2 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | AnyAnomaly | AUC | 74.5 | — | Unverified |
| 2 | TrajREC | AUC | 68 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | PoseWatch-H | AUC | 67.04 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | MULDE-object-centric-micro | AUC | 94.3 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | HF2-VAD | AUC | 0.99 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | AnyAnomaly | AUC | 79.7 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | VADMamba | AUC | 98.5 | — | Unverified |