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Scientific Document Retrieval on DORIS-MAE (test)

13.08M@10

CCQGen

Updated 5mo ago

Evaluation Results

Method	Links
CCQGen 2026.01		13.08	-	-	15.77	50.89	63.31	27.83	29.43
CCQGen 2026.01		12.67	-	-	15.36	49.83	63.27	26.97	28.83
CCExpand 2026.01		12.66	27.3	28.71	15.3	48.02	61.55	-	-
CCExpand-- 2026.01		12.53	27.12	28.1	15.03	47.55	61.14	-	-
CCQGen 2026.01		12.47	-	-	15.46	50.64	63.04	26.81	29.32
CCQGen 2026.01		12.26	-	-	15.2	49.88	62.65	26.34	28.91
Retriever 2026.01		11.77	26.03	27.07	14.22	45.09	58.77	-	-
no Fine-Tune 2026.01		11.77	-	-	14.22	45.09	58.77	26.03	27.07
Pair-wise generation 2026.01		11.77	-	-	14.45	48.09	59.47	25.41	27.53
Pair-wise generation 2026.01		11.63	-	-	14.42	48.85	61.48	25.23	27.82
Promptgator 2026.01		11.61	-	-	14.18	47.18	59.61	25.26	27.24
GenQ 2026.01		11.52	-	-	13.96	45.98	58.05	24.96	26.47
Promptgator_diverse 2026.01		11.43	-	-	14.06	46.45	59.51	24.61	26.9
GRF 2026.01		11.34	25.38	27.12	13.93	46.02	59.5	-	-
Promptgator 2026.01		11.31	-	-	13.98	48.51	60.64	24.79	27.13
Promptgator_diverse 2026.01		11.21	-	-	14.01	48.43	61.02	24.69	27.33
Doc exp. (Ours) 2026.01		11.2	24.83	26.62	13.78	45.69	59.63	-	-
CCExpand 2026.01		10.65	23.62	25.17	12.85	44.4	57.44	-	-
Doc exp. (BestQGen) 2026.01		10.59	24.03	25.05	12.77	42.8	55.54	-	-
GenQ 2026.01		10.45	-	-	12.87	44.12	56.13	23.38	25.25
CCExpand-- 2026.01		9.93	22.5	24.35	12.21	44.02	56.74	-	-
Retriever 2026.01		9.42	21.21	22.83	11.47	41.82	54.41	-	-
no Fine-Tune 2026.01		9.42	-	-	11.47	41.82	54.41	21.21	22.83
GRF 2026.01		9.03	20.29	22.65	11.22	43.94	56.89	-	-
Doc exp. (Ours) 2026.01		8.77	20.52	22.27	10.9	40.63	53.3	-	-
Doc exp. (BestQGen) 2026.01		8.31	20.16	21.46	10.18	40.49	54.02	-	-