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Video Semantic Segmentation on VSPW (val)

64.9mIoU

VidEoMT

Updated 3d ago

Evaluation Results

Method
VidEoMT 2026.02	64.9	-	-	95	-	-	-
TubeFormer 2023.03	63.2	-	-	88	92.1	-	-
TubeFormer-DeepLab-B4 2022.05	63.16	-	-	87.95	92.08	-	-
DVIS++ 2026.02	62.8	-	-	94.2	-	-	-
CharlesBLWX 2022.05	61.44	-	-	-	-	-	-
DVIS 2026.02	61.3	-	-	94.3	-	-	-
Tube-Link 2023.03	59.7	-	-	88.4	90.3	-	-
jjRain 2022.05	59.3	-	-	86.87	90.07	-	-
BetterThing 2022.05	57.89	-	-	-	-	-	-
TV3S 2025.03	50.6	-	-	85.8	89.6	-	-
CFFM++ 2022.04	50.1	66.5	-	87.4	90.8	249.5	10.4
MRCFA 2022.07	49.9	66	90.9	87.4	-	-	-
MRCFA 2023.03	49.9	-	-	87.4	90.9	-	-
MRCFA 2025.03	49.9	-	-	87.4	90.9	-	-
TV3S 2025.03	49.8	-	-	88.7	91.7	-	-
CFFM 2023.03	49.3	-	-	87.1	90.8	-	-
CFFM 2022.04	49.3	65.8	-	87.1	90.8	232.2	11.3
CFFM 2025.03	49.3	-	-	87.1	90.8	-	-
Segformer 2025.03	48.9	-	-	83.7	87.8	-	-
SegFormer 2022.07	48.2	65.1	87.8	83.7	-	-	-
SegFormer 2022.04	48.2	65.1	-	83.7	87.8	187	17.2
TV3S 2025.03	46.3	-	-	88.35	91.5	-	-
CFFM++ 2022.04	45.5	64.7	-	86.4	90.2	96.9	21.5
MRCFA 2022.07	45.3	64.7	90.3	86.2	-	-	-
MRCFA 2025.03	45.3	-	-	86.2	90.3	-	-
CFFM 2022.04	44.9	64.9	-	85.8	89.8	79.6	23.8
CFFM 2025.03	44.9	-	-	85.8	89.8	-	-
TV3S 2025.03	44.9	-	-	83.5	88	-	-
SegFormer 2022.07	43.9	63.7	86	81.2	-	-	-
SegFormer 2022.04	43.9	63.7	-	81.2	86	57.2	39.2
Segformer 2025.03	43.9	-	-	81.2	86	-	-
Tube-Link 2023.03	42.3	-	-	83.2	86.8	-	-
Mask2Former 2025.03	42.1	-	-	79.3	84.7	-	-
Mask2Former 2025.03	41.2	-	-	80	84.5	-	-
MPVSS 2025.03	40.4	-	-	80.7	86	-	-
TV3S 2025.03	40	-	-	87	90.7	-	-
CFFM++ 2022.04	39.9	60.7	-	84.9	89.1	64.2	27.6
MPVSS 2025.03	39.9	-	-	80.4	85.9	-	-
Mask2Former 2025.03	39.3	-	-	77.6	82.5	-	-
MRCFA 2022.07	38.9	60	88.8	84.4	-	-	-
MRCFA 2025.03	38.9	-	-	84.4	88.8	-	-
MPVSS 2025.03	38.8	-	-	79.6	84.8	-	-
CFFM 2022.04	38.5	60	-	84.1	88.6	55.4	29.8
CFFM 2025.03	38.5	-	-	84.1	88.6	-	-
Mask2Former 2025.03	38.5	-	-	76.4	81.3	-	-
Video K-Net (PSPNet) 2022.04	38	-	-	82.3	87.2	-	-
Video K-Net (PSPNet) 2023.03	38	-	-	82.3	87.2	-	-
Video K-Net (Deeplabv3+) 2022.04	37.9	-	-	82.1	87	-	-
Video K-Net (Deeplabv3+) 2023.03	37.9	-	-	82.1	87	-	-
TCB 2022.05	37.82	-	-	83.99	87.86	-	-
TCBst-ocr-mem 2022.07	37.8	59.5	87.9	84	-	-	-
TCBst-ocr-mem 2022.04	37.8	59.5	-	84	87.9	-	5.5
TCB 2025.03	37.8	-	-	84	87.9	-	-
ETC 2022.07	37.5	59.1	84.1	79.1	-	-	-
NetWarp 2022.07	37.5	58.9	84	79	-	-	-
TCBst-ppm 2022.07	37.5	58.6	87	82.1	-	-	-
TCB(PSPNet) 2022.04	37.5	-	-	82.1	86.9	-	-
TCB(PSPNet) 2023.03	37.5	-	-	82.1	86.9	-	-
ETC 2022.04	37.5	59.1	-	79.1	84.1	-	-
NetWarp 2022.04	37.5	58.9	-	79	84	-	-
TCBst-ppm 2022.04	37.5	58.6	-	82.1	87	-	10
MPVSS 2025.03	37.5	-	-	77.2	84.1	-	-
ETC 2025.03	37.5	-	-	79.1	84.1	-	-
TCBst-ocr 2022.07	37.4	59.3	86.9	82	-	-	-
TCBst-ocr 2022.04	37.4	59.3	-	82	86.9	-	5.5
NetWarp 2022.07	37	57.9	84.4	79.4	-	-	-
NetWarp 2022.04	37	57.9	-	79.4	84.4	-	-
OCRNet 2022.07	36.7	59.2	84	79	-	-	-
OCRNet 2022.04	36.7	59.2	-	79	84	-	14.3
OCRNet 2025.03	36.7	-	-	79	84	-	-
ETC 2022.07	36.6	58.3	84.1	79.2	-	-	-
ETC 2022.04	36.6	58.3	-	79.2	84.1	-	-
SegFormer 2022.07	36.5	58.8	84.7	79.9	-	-	-
UperNet 2022.07	36.5	58.6	82.6	76.1	-	-	-
PSPNet 2022.07	36.5	58.1	84.2	79.6	-	-	-
PSPNet+ 2022.04	36.5	-	-	79.8	84.4	-	-
SegFormer 2022.04	36.5	58.8	-	79.9	84.7	33	58.7
UperNet 2022.04	36.5	58.6	-	76.1	82.6	-	-
PSPNet 2022.04	36.5	58.1	-	79.6	84.2	-	13.9
Segformer 2025.03	36.5	-	-	79.9	84.7	-	-
UperNet 2025.03	36.5	-	-	76.1	82.6	-	-
PSPNet 2025.03	36.5	-	-	79.6	84.2	-	-
CFFM++ 2022.04	35.9	58.9	-	83.8	88.4	34.3	40.4
DeepLabv3+ 2022.04	35.7	-	-	78.4	83.5	-	-
DeepLabv3+ 2023.03	35.7	-	-	78.4	83.5	-	-
CFFM 2022.04	35.4	58.5	-	82.9	87.7	25.6	43.1
MRCFA 2022.07	35.2	57.9	88	83.2	-	-	-
DeepLabv3+ 2022.07	34.7	58.8	83.2	78.2	-	-	-
DeepLabv3+ 2022.04	34.7	58.8	-	78.2	83.2	-	-
DeepLabv3+ 2025.03	34.7	-	-	78.2	83.2	-	-
SegFormer 2022.07	32.9	56.8	82.7	77.3	-	-	-
SegFormer 2022.04	32.9	56.8	-	77.3	82.7	14.6	73.4