paper-with-me

Video Object Segmentation 벤치마크

Video Object Segmentation on DAVIS 2017 (val)

34개 결과 · ⬇ CSV · JSON

Mean Jaccard & F-Measure

74.6 78.32 82.05 85.78 89.5 2022-07 2026-09 XMem (BLK30K, MS) — 89.5 (2022-07-14) XMem — 86.2 (2022-07-14) XMem (BLK30K, MS) — 89.5 (2022-07-14) XMem — 86.2 (2022-07-14) BATMAN — 86.2 (2022-08-01) STCN — 85.4 (2022-08-01) AOT — 84.9 (2022-08-01) TransVOS — 83.9 (2022-08-01) RPCMVOS — 83.7 (2022-08-01) RMN — 83.5 (2022-08-01) CFBI+ — 82.9 (2022-08-01) KMN — 82.8 (2022-08-01) SST — 82.5 (2022-08-01) CFBI — 81.9 (2022-08-01) LWL — 81.6 (2022-08-01) AFB-URR — 74.6 (2022-08-01) BATMAN — 86.2 (2022-08-01) STCN — 85.4 (2022-08-01) AOT — 84.9 (2022-08-01) TransVOS — 83.9 (2022-08-01) RPCMVOS — 83.7 (2022-08-01) RMN — 83.5 (2022-08-01) CFBI+ — 82.9 (2022-08-01) KMN — 82.8 (2022-08-01) SST — 82.5 (2022-08-01) CFBI — 81.9 (2022-08-01) LWL — 81.6 (2022-08-01) AFB-URR — 74.6 (2022-08-01) UniVS(Swin-L) — 76.2 (2024-02-28) UniVS(Swin-L) — 76.2 (2024-02-28) XMem (BLK30K, MS) — 89.5 (2022-07-14)
RankModel Mean Jaccard & F-MeasureF-measureJaccard Extra Training Data PaperCodeYear
1 XMem (BLK30K, MS) 89.592.686.3 XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model hkchengrex/XMem · tianyuan168326/videosemanticcompression-pytorch 2022
2 XMem 86.289.582.9 XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model hkchengrex/XMem · tianyuan168326/videosemanticcompression-pytorch 2022
2 BATMAN 86.289.3– BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
4 STCN 85.488.682.2 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
5 AOT 84.987.582.3 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
6 TransVOS 83.986.481.4 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
7 RPCMVOS 83.7–81.3 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
8 RMN 83.58681 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
9 CFBI+ 82.985.780.1 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
10 KMN 82.885.680 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
11 SST 82.585.179.9 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
12 CFBI 81.984.579.3 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
13 LWL 81.684.179.1 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
14 UniVS(Swin-L) 76.279.572.8 ✓ UniVS: Unified and Universal Video Segmentation with Prompts as Queries minghanli/univs 2024
15 AFB-URR 74.676.173 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
16 LCM –86.580.5 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
17 STM –84.379.2 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
18 XMem (BLK30K, MS) 89.592.686.3 XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model hkchengrex/XMem · tianyuan168326/videosemanticcompression-pytorch 2022
19 XMem 86.289.582.9 XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model hkchengrex/XMem · tianyuan168326/videosemanticcompression-pytorch 2022
19 BATMAN 86.289.3– BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
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