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SotA/Computer Vision/Instance Segmentation/J-HMDB

Instance Segmentation on J-HMDB

Metric: IoU mean (higher is better)

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Results

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#Model↕IoU mean▼Extra DataPaperDate↕Code
1SgMg (Video-Swin-B)0.725YesSpectrum-guided Multi-granularity Referring Vide...2023-07-25Code
2SOC (Video-Swin-B)0.723YesSOC: Semantic-Assisted Object Cluster for Referr...2023-05-26Code
3SOC (Video-Swin-T)0.701NoSOC: Semantic-Assisted Object Cluster for Referr...2023-05-26Code
4MTTR (w=10)0.698NoEnd-to-End Referring Video Object Segmentation w...2021-11-29Code
5MTTR (w=8)0.679NoEnd-to-End Referring Video Object Segmentation w...2021-11-29Code
6VLIDE0.666NoDeeply Interleaved Two-Stream Encoder for Referr...2022-03-30-
7ClawCraneNet0.655NoClawCraneNet: Leveraging Object-level Relation f...2021-03-19-
8HINet0.627No---
9CMPC-V0.617NoCross-Modal Progressive Comprehension for Referr...2021-05-15Code
10Hui et al.0.604NoCollaborative Spatial-Temporal Modeling for Lang...2021-05-14-
11ACGA0.584No--Code
12CMSA+CFSA0.581NoReferring Segmentation in Images and Videos with...2021-02-09-
13AAMN0.576NoActor and Action Modular Network for Text-based ...2020-11-02-
14CMDy0.576No---
15Gavrilyuk et al. (Optical flow)0.57NoActor and Action Video Segmentation from a Sente...2018-03-20Code
16RefVOS0.568No---
17VT-Capsule0.55No---
18Gavrilyuk et al.0.542NoActor and Action Video Segmentation from a Sente...2018-03-20Code
19Hu et al.0.528NoSegmentation from Natural Language Expressions2016-03-20Code
20Li et al.0.491No---