Semi Supervised Video Object Segmentation On 1

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F-measure (Mean)

FPS

Ju0026F

Jaccard (Mean)

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이 벤치마크에서 각 모델의 성능 결과

					Paper Title
Cutie+ (base, MEGA)	91.4	17.9	88.1	84.7	Putting the Object Back into Video Object Segmentation
Cutie (base, MEGA)	89.9	36.4	86.1	82.4	Putting the Object Back into Video Object Segmentation
Cutie+ (base)	89.2	17.9	85.9	82.6	Putting the Object Back into Video Object Segmentation
SwinB-AOST (L'=3, MS)	88.5	1.3	84.7	80.9	Scalable Video Object Segmentation with Identification Mechanism
SwinB-AOTv2-L	87.9	1.3	84.5	81.0	Scalable Video Object Segmentation with Identification Mechanism
JIMD-R50	87.4	-	83.9	80.3	Memory Matching is not Enough: Jointly Improving Memory Matching and Decoding for Video Object Segmentation
XMem (BL30K, MS)	87.0	-	83.7	80.5	XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
DEVA	86.8	25.3	83.2	79.6	Tracking Anything with Decoupled Video Segmentation
XMem (MS)	86.4	-	83.1	79.7	XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
SwinB-DeAOT-L	86.7	15.4	82.8	78.9	Decoupling Features in Hierarchical Propagation for Video Object Segmentation
SwinB-AOST (L'=3)	86.6	12.0	82.7	78.8	Scalable Video Object Segmentation with Identification Mechanism
XMem (BL30K, 600p)	85.8	-	82.5	79.1	XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
QDMN	85.4	-	81.9	78.1	Learning Quality-aware Dynamic Memory for Video Object Segmentation
XMem (BL30K)	84.7	-	81.2	77.6	XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
SwinB-AOT-L	85.1	12.1	81.2	77.3	Associating Objects with Transformers for Video Object Segmentation
RPCMVOS-Full-Res	84.3	-	81	77.6	Reliable Propagation-Correction Modulation for Video Object Segmentation
XMem	84.5	-	81.0	77.4	XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
R50-DeAOT-L	84.5	27.0	80.7	76.9	Decoupling Features in Hierarchical Propagation for Video Object Segmentation
R50-AOST (L'=3)	83.6	17.5	79.9	76.2	Scalable Video Object Segmentation with Identification Mechanism
STCN	83.5	-	79.9	76.3	Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation

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Semi Supervised Video Object Segmentation On 1

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