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ResearchFormerly WizWand

Hierarchical Time Series Reasoning on HiTSR

69L2 Local Pattern Differentiation AccuracyGPT-4o

Evaluation results

Method	Links
GPT-4o2026.04		69	8	33	97	68	71
Qwen3-VL-8B2026.04		69	19	70	89	78	46
Qwen3-VL-8B2026.04		68	5	29	87	51	48
ChatTS2026.04		67	37	54	88	63	70
Qwen3-VL-8B2026.04		65	—	—	88	47	35
Qwen3-8B2026.04		59	33	67	66	36	54
GPT-4o2026.04		55	23	66	98	62	62
Qwen3-8B2026.04		55	60	80	89	64	66
GPT-4o2026.04		55	—	—	93	58	61
GPT-4o2026.04		55	29	77	99	61	54
GPT-4o2026.04		53	6	23	94	73	67