Referring Video Segmentation on Refer-Youtube-VOS (val) benchmark leaderboard · SOTA2 Research

Referring Video Segmentation on Refer-Youtube-VOS (val)

63.9J IndexSgMg

Evaluation Results

Method
SgMg2023.12	63.9	67.4	65.7
OnlineRefer2023.07	61.6	65.5	63.5
OnlineRefer2023.12	61.6	65.5	63.5
ReferFormer2023.07	61.3	64.6	62.9
ReferFormer2023.12	61.3	64.6	62.9
OnlineRefer2023.07	61	64.7	62.9
OnlineRefer2023.12	61	64.7	62.9
ReferFormer2023.07	60.8	64	62.4
CITD2023.07	60	62.7	61.4
CITD2023.12	60	62.7	61.4
R2-VOS2023.12	59.6	63.1	61.3
R2-VOS2023.12	58.9	61.5	60.2
TrackGPT-13B2023.12	58.1	60.8	59.5
ReferFormer2023.07	58	60.9	59.4
OnlineRefer2023.07	55.6	58.9	57.3
TrackGPT-7B2023.12	55.3	57.4	56.4
ReferFormer2023.07	54.8	56.5	55.6
MTTR2021.11	54	56.64	55.32
MTTR2023.07	54	56.6	55.3
MTTR2023.12	54	56.6	55.3
Ding et al.2021.11	53.7	56	54.8
PMINet + CFBI2023.07	53	55.5	54.2
PMINet + CFBI2023.12	53	55.5	54.2
LISA-13B*2023.12	52.1	53	52.6
LISA-7B*2023.12	49.7	50.6	50.2
Deeply Interleaved Two-Stream Encoder2022.03	48.44	50.67	49.56
MLSA2023.07	48.4	50.9	49.7
MLSA2023.12	48.4	50.9	49.7
LBDT2023.12	48.2	50.6	49.4
LBDT-42022.06	48.18	50.57	49.38
YOFO2023.12	47.5	49.7	48.6
CMPC-V2022.03	45.64	49.32	47.48
CMPC-V2021.11	45.64	49.32	47.48
CMPC-V2022.06	45.64	49.32	47.48
CMPC-V2023.12	45.6	49.3	47.5
URVOS2022.03	45.27	49.19	47.23
URVOS2021.11	45.27	49.19	47.23
URVOS2022.06	45.27	49.19	47.23
URVOS2023.07	45.2	49.1	47.2
URVOS2023.12	45.2	49.1	47.2
URVOS2022.06	41.34	—	—
CMSA + RNN2023.07	34.7	38	36.4
CMSA2023.07	33.3	36.5	34.9
CMSA2023.12	33.3	36.5	34.9