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ResearchFormerly WizWand

Classification on SelfRegulationSCP2

61.6AccuracyTSLANet
47.227250.958654.6958.4214Nov 7, 2024Jan 24, 2025Apr 12, 2025Jun 29, 2025Sep 15, 2025Dec 2, 2025Feb 19, 2026
Updated 8mo ago

Evaluation results

MethodLinks
TSLANet2024.1161.6
GPT4TS2024.1159.4
Peri-midFormer2024.1158.2
Non-stationary Transformer2024.1157.2
TimesNet2024.1157.2
Reformer2024.1156.7
Mantis+Inference Mode=Zero-shot2026.0256.11
Flowformer2024.1156.1
TCN2024.1155.6
ETSformer2024.1155
FEDformer2024.1154.4
Transformer2024.1153.9
PatchTST2024.1153.6
Rocket2024.1153.3
Pyraformer2024.1153.3
Chronos2Inference Mode=Zero-shot2026.0251.67
MantisV2Inference Mode=Zero-shot2026.0251.67
LightTS2024.1151.1
NuTimeInference Mode=Zero-shot2026.0250.74
Autoformer2024.1150.6
TabICLInference Mode=Zero-shot2026.0250.56
TiConvNextInference Mode=Zero-shot2026.0250.56
DLinear2024.1150.5
TiRexInference Mode=Zero-shot2026.0249.63
Catch22+Inference Mode=Zero-shot2026.0249.26
MOMENTInference Mode=Zero-shot2026.0249.07
TiViT-HInference Mode=Zero-shot2026.0249.07
TabPFNInference Mode=Zero-shot2026.0247.78