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ResearchFormerly WizWand

Retrieval on retrieval benchmark (hold-out)

84Hit Rate @ 5GPT-5.4

Evaluation results

Method	Links
GPT-5.42026.07		84	87	89.5	56.8	71.8	41.6	43.8	5.6	1	0.1508
Qwen3.5-397B2026.07		82	85	86.5	42.1	67.9	35.5	36	12.5	1.22	0.0657
GPT-5.42026.07		79.5	82	84.5	53.5	62.8	37.1	39.4	2.6	1.07	0.3115
GPT-5.42026.07		79	85	89.5	48.2	65.3	35.3	37.5	5.6	1	0.1404
Qwen3.5-397B2026.07		78.5	88.5	91.5	48.6	62.1	38	41.6	7.3	1.07	0.1082
PAPERPILOT-9B2026.07		77	83.5	89.5	40	59.4	32.5	35.4	42.8	1.66	0.018
Qwen3.5-397B2026.07		74	87	89.5	43.2	57.8	34.1	37	15.7	1.67	0.047
GPT-5.42026.07		72.5	79	81	44	60.2	33.5	35.4	2	1	0.3703
o4-mini DeepResearch2026.07		72	81.5	84.5	46.3	53	29.2	31.7	0.1	0.47	6.0903
Qwen3.5-397B2026.07		70	78	82	41.1	53.6	28.4	29.7	30	1.97	0.0233
Qwen3.5-9B2026.07		69	82	85.5	38.3	56.5	31.2	33.4	168.3	3.03	0.0041
Qwen3.5-9B2026.07		58	71	75.5	34.8	47.5	26.8	29	43.3	1.67	0.0134
GPT-5.42026.07		56.5	78	84	53.6	38.2	20.5	24	2.5	0.82	0.2231
GPT-5.42026.07		52	70	83	54.1	36.4	18.8	22.1	2.9	1.1	0.1803
Qwen3.5-9B2026.07		48.5	66.5	77	53.7	31.2	17.4	21.5	147	2.93	0.0033
Qwen3.5-9B2026.07		48	67.5	75	52.6	32.7	17.4	20.4	88.9	2	0.0054