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ResearchFormerly WizWand

Classification on SelfRegulationSCP1

93.2AccuracyGPT4TS
76.372880.741485.1189.4786Nov 7, 2024Jan 24, 2025Apr 12, 2025Jun 29, 2025Sep 15, 2025Dec 2, 2025Feb 19, 2026
Updated 8mo ago

Evaluation results

MethodLinks
GPT4TS2024.1193.2
Flowformer2024.1192.5
Transformer2024.1192.2
Peri-midFormer2024.1192.1
TimesNet2024.1191.8
TSLANet2024.1191.8
Rocket2024.1190.8
Reformer2024.1190.4
LightTS2024.1189.8
ETSformer2024.1189.6
TabPFNInference Mode=Zero-shot2026.0289.42
Non-stationary Transformer2024.1189.4
TabICLInference Mode=Zero-shot2026.0288.74
FEDformer2024.1188.7
Pyraformer2024.1188.1
DLinear2024.1187.3
TCN2024.1184.6
Autoformer2024.1184
PatchTST2024.1182.2
MantisV2Inference Mode=Zero-shot2026.0281.34
TiViT-HInference Mode=Zero-shot2026.0279.86
NuTimeInference Mode=Zero-shot2026.0279.52
TiConvNextInference Mode=Zero-shot2026.0279.29
TiRexInference Mode=Zero-shot2026.0278.84
Chronos2Inference Mode=Zero-shot2026.0278.5
MOMENTInference Mode=Zero-shot2026.0277.47
Mantis+Inference Mode=Zero-shot2026.0277.36
Catch22+Inference Mode=Zero-shot2026.0277.02