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Driver and Traffic Scene Recognition on AIDE

77.39DER Accuracy

UV-M3TL

Updated 1mo ago

Evaluation Results

Method	Links
UV-M3TL 2026.02		77.39	73.82	96.57	87.07	83.71
MMTL-UniAD 2026.02		76.67	73.61	93.91	85	82.3
PMANet 2026.02		76.56	71.88	95.31	82.81	81.64
HAT 2026.02		75	70.31	92.18	81.25	79.69
MTS-Mamba 2026.02		75	69.31	96.29	86.11	81.68
TimeSFormer 2026.02		74.87	65.18	92.12	78.81	77.75
YOLOP 2026.02		73.56	69.18	91.38	79.26	78.35
Video Swin Transformer 2026.02		73.44	65.63	93.75	75	76.96
Res34+TransE 2026.02		72.65	67.08	86.63	78.46	76.21
ShuffleNet-V1 2026.02		72.41	68.97	90.64	80.79	78.2
SlowFast 2026.02		72.38	61.58	86.86	78.33	74.79
MobileNet-V1 2026.02		72.23	64.2	88.34	77.83	75.65
GLMDriveNet 2026.02		71.38	66.57	90.23	77.19	76.34
Res34 Baseline 2026.02		71.26	65.35	83.74	77.12	74.37
VGG16+TransE 2026.02		71.12	67.15	85.13	78.58	75.5
ShuffleNet-V2 2026.02		70.94	64.04	89.33	78.98	75.82
I3D 2026.02		70.94	66.17	87.68	79.81	76.15
PP-Res18+TransE 2026.02		70.83	67.32	90.54	79.97	77.17
VGG16 Baseline 2026.02		70.72	63.65	82.77	77.94	73.77
Res50+TransE 2026.02		70.24	65.65	82.57	77.29	73.94
3D-Res34 2026.02		70.11	66.52	88.51	81.21	76.59
Res50 Baseline 2026.02		69.68	59.77	80.13	71.26	70.21
VGG19+TransE 2026.02		69.46	65.48	85.74	77.91	74.65
VGG19 Baseline 2026.02		69.31	62.34	83.58	75.13	72.59
AbSViT 2026.02		69.15	67.84	92.07	80.82	77.47
3D-Res50 2026.02		69.13	63.05	87.82	79.31	74.83
PP-Res18 Baseline 2026.02		69.05	63.87	88.01	78.16	74.77
CPVT 2026.02		69.01	67.35	91.44	79.57	76.84
CMT 2026.02		68.75	68.75	93.75	81.38	78.16
MobileNet-V2 2026.02		68.47	61.74	86.54	78.66	73.85
MFE-SSNet 2026.02		68.12	69.3	92.33	77.32	76.77
GroupMixFormer 2026.02		66.29	67.54	92.12	77.63	75.9
C3D 2026.02		63.05	63.95	85.41	77.01	72.36