paper-with-me

Video Object Segmentation 벤치마크

Video Object Segmentation on M$^3$-VOS

8개 결과 · ⬇ CSV · JSON

Average IOU

69.5 71.03 72.55 74.07 75.6 2022-07 2026-09 XMem — 70.4 (2022-07-14) XMem — 70.4 (2022-07-14) Cutie-base — 74.6 (2023-10-19) Cutie-base — 74.6 (2023-10-19) SAM 2 — 69.5 (2024-08-01) SAM 2 — 69.5 (2024-08-01) ReVOS — 75.6 (2025-06-15) ReVOS — 75.6 (2025-06-15) XMem — 70.4 (2022-07-14) Cutie-base — 74.6 (2023-10-19) ReVOS — 75.6 (2025-06-15)
RankModel Average IOU PaperCodeYear
1 ReVOS 75.6 M^3-VOS: Multi-Phase, Multi-Transition, and Multi-Scenery Video Object Segmentation zixuan-chen/M3VOS_Experiment 2025
2 Cutie-base 74.6 Putting the Object Back into Video Object Segmentation hkchengrex/Cutie 2023
3 XMem 70.4 XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model hkchengrex/XMem · tianyuan168326/videosemanticcompression-pytorch 2022
4 SAM 2 69.5 SAM 2: Segment Anything in Images and Videos facebookresearch/segment-anything · facebookresearch/sam2 · yangchris11/samurai · +8 2024
5 ReVOS 75.6 M^3-VOS: Multi-Phase, Multi-Transition, and Multi-Scenery Video Object Segmentation zixuan-chen/M3VOS_Experiment 2025
6 Cutie-base 74.6 Putting the Object Back into Video Object Segmentation hkchengrex/Cutie 2023
7 XMem 70.4 XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model hkchengrex/XMem · tianyuan168326/videosemanticcompression-pytorch 2022
8 SAM 2 69.5 SAM 2: Segment Anything in Images and Videos facebookresearch/segment-anything · facebookresearch/sam2 · yangchris11/samurai · +8 2024
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