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Action Segmentation on GTEA (F1 Thresholds, Edit, and Accuracy)

84Accuracy

BIT

Updated 25d ago

Evaluation Results

Method
BIT 2023.08	84	96.1	95.6	87.5	96.3
UVAST 2023.08	82.7	96.9	95.3	86	-
ASFormer 2023.08	82	95.8	94.1	82.9	-
BIT 2023.08	82	94.8	92.8	82.6	92.6
Br-Prompt+ASFormer 2022.03	81.2	94.1	92	83	91.6
C2F-TCN 2022.05	80.8	90.3	88.8	77.7	86.4
CETNet 2022.05	80.3	91.8	91.2	81.3	87.9
UVAST 2023.08	80.2	92.7	91.3	81	92.1
MS-TCN++ 2022.03	80.1	88.8	85.7	76	83.5
MS-TCN++ 2022.05	80.1	88.8	85.7	76	83.5
MS-TCN++ 2023.08	80.1	88.8	85.7	76	83.5
BCN 2021.10	79.8	88.5	87.1	77.3	84.4
BCN 2022.03	79.8	88.5	87.1	77.3	84.4
SSTDA 2022.03	79.8	90	89.1	78	86.2
SSTDA 2022.05	79.8	90	89.1	78	86.2
BCN 2022.05	79.8	88.5	87.1	77.3	84.4
ASFormer 2021.10	79.7	90.1	88.8	79.2	84.6
ASFormer 2022.03	79.7	90.1	88.8	79.2	84.6
ASFormer 2022.05	79.7	90.1	88.8	79.2	84.6
ASFormer 2023.08	79.7	90.1	88.8	79.2	84.6
MS-TCN 2022.05	79.2	87.5	85.4	74.6	81.4
SSTDA+HASR 2022.03	78.7	90.9	88.6	76.4	87.5
SSTDA+HASR 2022.05	78.7	90.9	88.6	76.4	87.5
Gao et al. 2021.10	78.5	89.9	87.3	75.8	84.6
G2L 2022.03	78.5	89.9	87.3	75.8	84.6
MSTCN++ 2023.08	78.3	94.3	90.5	78.9	-
ETSN 2022.05	78.2	91.1	90	77.9	86.2
DTGRM 2021.10	77.6	87.8	86.6	72.9	83
ASRF 2021.10	77.3	89.4	87.8	79.8	83.7
ASRF 2022.03	77.3	89.4	87.8	79.8	83.7
ASRF 2022.05	77.3	89.4	87.8	79.8	83.7
ASRF 2023.08	77.3	89.4	87.8	79.8	83.7
MS-TCN 2021.10	76.3	85.8	83.4	69.8	79
ASFormer 2022.03	75.6	88.5	86.2	77.6	87.1
SSA-GAN 2021.10	74.4	80.6	79.1	74.2	76
TDRN 2021.10	70.1	79.2	74.4	62.7	74.1
ED-TCN 2021.10	64	72.2	69.3	56	-
PL-Stitch 2025.11	62.4	-	-	-	-
ST-CNN 2021.10	60.6	58.7	54.4	41.9	-
DINO 2025.11	60	-	-	-	-
iBOT 2025.11	59.2	-	-	-	-
Bi-LSTM 2021.10	55.5	66.5	59	43.6	-
PL-Stitch 2025.11	54.1	61.7	50	30.4	60.2
DINO 2025.11	52.2	55.3	46.7	28.3	53.9
iBOT 2025.11	51.3	59.3	49	27.4	57.2
T-CoRe 2025.11	47.2	49.3	42.8	20.9	50
T-CoRe 2025.11	42.7	-	-	-	-
VideoMAEv2 2025.11	30.2	23.5	17.8	10	22.8
VideoMAEv2 2025.11	26.3	-	-	-	-