Event Video Retrieval on EVVE
67.2mAPS2VS
Evaluation results
| Method | Links | |
|---|---|---|
| S2VSLab.=X, Trainset=VCDB (D)2023.04 | 67.2 | |
| S2VSLab.=X, Trainset=DnS-100K2023.04 | 65.9 | |
| ViSiLMethod Category=Fine-grained2021.06 | 65.8 | |
| ViSiLLab.=✓, Trainset=VCDB (C+D)2023.04 | 65.8 | |
| VRAG+QEApproach=Video, Query Expansion=true2022.05 | 65.3 | |
| LAMV + QEMethod Category=Re-ranking, Query Expansion (QE)=true, Feature extraction source=Implemented with same features as ours2021.06 | 65.3 | |
| Fine-grained att. student-SMethod Category=Fine-grained2021.06 | 65.1 | |
| DnSLab.=✓, Trainset=DnS-100K2023.04 | 65.1 | |
| TMK + QEMethod Category=Re-ranking, Query Expansion (QE)=true, Feature extraction source=Implemented with same features as ours2021.06 | 64.8 | |
| DnS 30%Method Category=Re-ranking2021.06 | 64.6 | |
| Fine-grained bin. student-SMethod Category=Fine-grained2021.06 | 64 | |
| Coarse-grained student-ScMethod Category=Coarse-grained2021.06 | 63.6 | |
| DnS 30%Method Category=Re-ranking, Feature extraction source=Implemented with same features as ours2021.06 | 63.4 | |
| TCA_symFeature Level=Frame-level, Similarity Measure=symmetric chamfer2020.08 | 63 | |
| ViSiLfLab.=X2023.04 | 62.7 | |
| ViSiL_vFeature Level=Frame-level, Similarity Measure=video comparator2020.08 | 62.3 | |
| VRAGApproach=Video2022.05 | 62.3 | |
| LAMVMethod Category=Fine-grained, Feature extraction source=Implemented with same features as ours2021.06 | 62 | |
| LAMVLab.=X, Trainset=YFCC100M2023.04 | 62 | |
| ViSiL v*Approach=Frame2022.05 | 61.8 | |
| TMKMethod Category=Fine-grained, Feature extraction source=Implemented with same features as ours2021.06 | 61.8 | |
| ViSiL_symFeature Level=Frame-level, Similarity Measure=symmetric chamfer2020.08 | 61.6 | |
| ViSiL sym*Approach=Frame2022.05 | 61.2 | |
| DMLMethod Category=Coarse-grained, Feature extraction source=Implemented with same features as ours2021.06 | 61.1 | |
| DMLLab.=✓, Trainset=VCDB (C+D)2023.04 | 61.1 | |
| VRAG-S (SCS)Approach=Shot, Shot-level-mode=SCS2022.05 | 60.6 | |
| ITQMethod Category=Coarse-grained, Feature extraction source=Implemented with same features as ours2021.06 | 60.6 | |
| MFHMethod Category=Coarse-grained2021.06 | 60.4 | |
| TCA_fFeature Level=Frame-level, Similarity Measure=chamfer2020.08 | 60.3 | |
| TCA_fMethod Category=Fine-grained, Dataset split variation=different dataset split2021.06 | 60.3 | |
| TCA (cosine)Feature Level=Video-level, Similarity Measure=cosine2020.08 | 59.8 | |
| TCAMethod Category=Coarse-grained, Dataset split variation=different dataset split2021.06 | 59.8 | |
| ViSiL_fFeature Level=Frame-level, Similarity Measure=chamfer2020.08 | 59.7 | |
| DnS 5%Method Category=Re-ranking2021.06 | 59.4 | |
| ViSiL fApproach=Frame2022.05 | 58.9 | |
| LAMV+QEFeature Level=Video-level2020.08 | 58.7 | |
| LAMV+QEApproach=Video, Query Expansion=true2022.05 | 58.7 | |
| DnS 5%Method Category=Re-ranking, Feature extraction source=Implemented with same features as ours2021.06 | 58.4 | |
| DPMethod Category=Fine-grained, Feature extraction source=Implemented with same features as ours2021.06 | 58 | |
| LAMV+QE*Approach=Video, Query Expansion=true2022.05 | 54.1 | |
| VRAG-S (CS)Approach=Shot, Shot-level-mode=CS2022.05 | 53.9 | |
| BoWMethod Category=Coarse-grained, Feature extraction source=Implemented with same features as ours2021.06 | 53.9 | |
| LAMVApproach=Video2022.05 | 53.6 | |
| DMLMethod Category=Coarse-grained2021.06 | 53.1 | |
| LAMVMethod Category=Fine-grained2021.06 | 53.1 | |
| LBOWMethod Category=Coarse-grained2021.06 | 50 | |
| LAMV*Approach=Video2022.05 | 49.3 | |
| DML*Approach=Video2022.05 | 47.2 | |
| TNMethod Category=Fine-grained, Feature extraction source=Implemented with same features as ours2021.06 | 47.1 | |
| LBOWApproach=Video2022.05 | 46.9 | |
| TMK*Approach=Video2022.05 | 46.9 | |
| CSQMethod Category=Coarse-grained2021.06 | 40 |