paper-with-me

Video Object Segmentation 벤치마크

Video Object Segmentation on DAVIS 2017 (test-dev)

20개 결과 · ⬇ CSV · JSON

Jaccard

71.4 73.15 74.9 76.65 78.4 2021-06 2026-09 AOT — 75.9 (2021-06-04) AOT — 75.9 (2021-06-04) RPCMVOS — 75.8 (2021-12-06) RPCMVOS — 75.8 (2021-12-06) BATMAN — 78.4 (2022-08-01) LCM — 74.4 (2022-08-01) KMN — 74.1 (2022-08-01) TransVOS — 73.0 (2022-08-01) STCN — 72.7 (2022-08-01) RMN — 71.9 (2022-08-01) CFBI+ — 71.6 (2022-08-01) CFBI — 71.4 (2022-08-01) BATMAN — 78.4 (2022-08-01) LCM — 74.4 (2022-08-01) KMN — 74.1 (2022-08-01) TransVOS — 73.0 (2022-08-01) STCN — 72.7 (2022-08-01) RMN — 71.9 (2022-08-01) CFBI+ — 71.6 (2022-08-01) CFBI — 71.4 (2022-08-01) AOT — 75.9 (2021-06-04) BATMAN — 78.4 (2022-08-01)
RankModel JaccardF-measureMean Jaccard & F-Measure Extra Training Data PaperCodeYear
1 BATMAN 78.486.182.2 ✓ BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
2 AOT 75.983.379.6 ✓ Associating Objects with Transformers for Video Object Segmentation yoxu515/aot-benchmark · z-x-yang/AOT 2021
3 RPCMVOS 75.882.679.2 Reliable Propagation-Correction Modulation for Video Object Segmentation jerryx1110/rpcmvos 2021
4 LCM 74.481.878.1 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
5 KMN 74.180.377.2 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
6 TransVOS 7380.976.9 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
7 STCN 72.779.676.1 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
8 RMN 71.978.1– BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
9 CFBI+ 71.6–75.6 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
10 CFBI 71.478.775 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
11 BATMAN 78.486.182.2 ✓ BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
12 AOT 75.983.379.6 ✓ Associating Objects with Transformers for Video Object Segmentation yoxu515/aot-benchmark · z-x-yang/AOT 2021
13 RPCMVOS 75.882.679.2 Reliable Propagation-Correction Modulation for Video Object Segmentation jerryx1110/rpcmvos 2021
14 LCM 74.481.878.1 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
15 KMN 74.180.377.2 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
16 TransVOS 7380.976.9 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
17 STCN 72.779.676.1 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
18 RMN 71.978.1– BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
19 CFBI+ 71.6–75.6 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
20 CFBI 71.478.775 BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 2022
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