Near-duplicate video retrieval on CC_WEB_VIDEO
98.5mAP (CC_WEB)ViSiL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ViSiLMethod Category=Fine-grained2021.06 | 98.5 | — | 97.3 | 99.5 | |
| Fine-grained att. student-SMethod Category=Fine-grained2021.06 | 98.4 | — | 97.3 | 99.5 | |
| Fine-grained bin. student-SMethod Category=Fine-grained2021.06 | 98.4 | — | 97.4 | 99.5 | |
| TCA_fMethod Category=Fine-grained2021.06 | 98.3 | — | 96.9 | 99.4 | |
| TNMethod Category=Fine-grained, Feature extraction source=Implemented with same features as ours2021.06 | 98.2 | — | 97 | 99.3 | |
| DPMethod Category=Fine-grained, Feature extraction source=Implemented with same features as ours2021.06 | 98 | — | 96.6 | 99.1 | |
| LAMV + QEMethod Category=Re-ranking, Query Expansion (QE)=true, Feature extraction source=Implemented with same features as ours2021.06 | 97.9 | — | 96.4 | 99 | |
| LAMVMethod Category=Fine-grained, Feature extraction source=Implemented with same features as ours2021.06 | 97.8 | — | 96.4 | 98.8 | |
| DnS 30%Method Category=Re-ranking2021.06 | 97.8 | — | 95.8 | 99 | |
| TMKMethod Category=Fine-grained, Feature extraction source=Implemented with same features as ours2021.06 | 97.7 | — | 95.9 | 98.6 | |
| TMK + QEMethod Category=Re-ranking, Query Expansion (QE)=true, Feature extraction source=Implemented with same features as ours2021.06 | 97.7 | — | 96 | 98.6 | |
| DnS 30%Method Category=Re-ranking, Feature extraction source=Implemented with same features as ours2021.06 | 97.7 | — | 95.4 | 98.8 | |
| LBOWMethod Category=Coarse-grained2021.06 | 97.6 | — | 96 | 98.4 | |
| BoWMethod Category=Coarse-grained, Feature extraction source=Implemented with same features as ours2021.06 | 97.5 | — | 95.8 | 98.5 | |
| LAMVMethod Category=Fine-grained2021.06 | 97.5 | — | 95.6 | 98.6 | |
| TCAMethod Category=Coarse-grained2021.06 | 97.3 | — | 94.7 | 98.3 | |
| MFHMethod Category=Coarse-grained2021.06 | 97.2 | — | 95 | 98.1 | |
| Coarse-grained student-ScMethod Category=Coarse-grained2021.06 | 97.2 | — | 95.2 | 98 | |
| DnS 5%Method Category=Re-ranking2021.06 | 97.2 | — | 95.1 | 98.3 | |
| DMLMethod Category=Coarse-grained2021.06 | 97.1 | — | 94.1 | 97.9 | |
| DMLMethod Category=Coarse-grained, Feature extraction source=Implemented with same features as ours2021.06 | 97.1 | — | 95.1 | 97.9 | |
| DnS 5%Method Category=Re-ranking, Feature extraction source=Implemented with same features as ours2021.06 | 97 | — | 94.8 | 98.1 | |
| ITQMethod Category=Coarse-grained, Feature extraction source=Implemented with same features as ours2021.06 | 96.7 | — | 94.1 | 97.6 | |
| A-DMLMethod Category=Fine-grained2021.06 | 96.4 | — | 94.9 | — | |
| CSQMethod Category=Coarse-grained2021.06 | 94.8 | — | 89.9 | 95.4 | |
| DMLImplementation=Publicly available2019.08 | — | 94.1 | — | — | |
| DMLFeature level=Video-level2020.08 | — | 94.1 | — | — | |
| DMLType=Video2022.05 | — | 94.1 | — | — | |
| DPImplementation=Re-implementation2019.08 | — | 95.8 | — | — | |
| DPType=Frame2022.05 | — | 95.8 | — | — | |
| LBoWType=Video2022.05 | — | 90.6 | — | — | |
| TCAcFeature level=Video-level, Similarity Measure=cosine2020.08 | — | 94.7 | — | — | |
| TCAfFeature level=Frame-level, Similarity Measure=chamfer2020.08 | — | 96.9 | — | — | |
| TCAsymFeature level=Frame-level, Similarity Measure=symmetric-chamfer2020.08 | — | 96.2 | — | — | |
| TNImplementation=Re-implementation2019.08 | — | 96.5 | — | — | |
| TNType=Frame2022.05 | — | 96.5 | — | — | |
| ViSiL_fSimilarity=Frame-to-frame2019.08 | — | 96.9 | — | — | |
| ViSiL_fType=Frame2022.05 | — | 96.9 | — | — | |
| ViSiL_symDistance=Symmetric Chamfer Distance2019.08 | — | 96.9 | — | — | |
| ViSiL_symType=Frame2022.05 | — | 96.9 | — | — | |
| ViSiL_vSimilarity=Video-level (CNN model)2019.08 | — | 97.1 | — | — | |
| ViSiL_vType=Frame2022.05 | — | 97.1 | — | — | |
| ViSiLfFeature level=Frame-level, Similarity Measure=chamfer2020.08 | — | 96.9 | — | — | |
| ViSiLsymFeature level=Frame-level, Similarity Measure=symmetric-chamfer2020.08 | — | 96.9 | — | — | |
| ViSiLvFeature level=Frame-level, Similarity Measure=video comparator2020.08 | — | 97.1 | — | — | |
| VRAGType=Video2022.05 | — | 95.2 | — | — | |
| VRAG-SType=Shot, Similarity Metric=CS2022.05 | — | 95.5 | — | — | |
| VRAG-SType=Shot, Similarity Metric=SCS2022.05 | — | 95.9 | — | — |