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ResearchFormerly WizWand

Annotation Accuracy on Experiment 1 (test)

100F1 Score (Ga)Template-based

Evaluation results

Method	Links
Template-based2026.04		100	0	0
Template-based2026.04		100	0	0
Template-based2026.04		100	0	0
Template-based2026.04		100	0	0
Template-based2026.04		100	0	0
Template-based2026.04		100	0	0
Template-based2026.04		100	0	0
Template-based2026.04		100	0	0
iTAG2026.04		96	0.6	0.4
iTAG2026.04		95	0.8	0.5
iTAG2026.04		94	1	0.6
iTAG2026.04		93	1.2	0.7
iTAG2026.04		92	1.5	0.8
iTAG2026.04		92	1.7	0.9
iTAG2026.04		91	2	1
iTAG2026.04		90	2.3	1.1
LLM+ID2026.04		76	3.1	2.8
LLM+CA2026.04		74	3.4	3
LLM+ID2026.04		72	4.3	3.9
LLM+CA2026.04		70	4.6	4.2
LLM-dependent2026.04		69	4	3.4
LLM+ID2026.04		68	5.8	5.3
LLM+CA2026.04		66	6.1	5.6
LLM-dependent2026.04		65	5.3	4.7
LLM+ID2026.04		64	7.2	6.7
LLM+CA2026.04		62	7.5	7
LLM-dependent2026.04		61	6.8	6.2
LLM+ID2026.04		61	8.8	8.2
LLM+CA2026.04		59	9.2	8.6
LLM+ID2026.04		58	10.2	9.6
LLM-dependent2026.04		57	8.3	7.7
LLM+CA2026.04		56	10.7	10.1
LLM+ID2026.04		55	11.7	11.1
LLM-dependent2026.04		54	9.9	9.3
LLM+CA2026.04		53	12.2	11.6
LLM+ID2026.04		52	13.3	12.7
LLM-dependent2026.04		51	11.5	10.9
LLM+CA2026.04		50	13.8	13.2
LLM-dependent2026.04		48	13.1	12.5
LLM-dependent2026.04		45	14.8	14.2