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Document Reranking on TREC DL 20

72.75NDCG@10

BracketRank -20

Updated 1mo ago

Evaluation Results

Method	Links
BracketRank -20 2026.04		72.75	75.85	-
TourRank 2026.04		69.79	72.46	-
TourRank 2026.04		69.56	72.49	-
RankGPT 2026.04		69.48	72.32	-
monoT5 2026.04		68.89	72.32	-
RRK 2026.04		68.6	-	1
RRK 2026.04		67.7	-	1
BracketRank -15 2026.04		67.56	75.25	-
MBerT 2026.04		67.4	-	8
monoBERT 2026.04		67.28	70.74	-
RRK-MS 2026.04		67	-	1
RRK 2026.04		67	-	1
monoT5 (220M) 2026.04		66.99	69.4	-
Qwen3 4B 2026.04		66.9	-	35
RRK-MS 2026.04		66.5	-	1
PRP-Allpair 2026.04		66.4	69.75	-
MBerT 2026.04		66.4	-	7
MBerT 2026.04		66.3	-	6
RRK-MS 2026.04		66.1	-	1
Jina-v3 2026.04		64.5	-	59
BracketRank -10 2026.04		64.04	75.29	-
Qwen3 0.6B 2026.04		63.7	-	10
RankGPT 2026.04		63.6	67.25	-
B-RG 2026.04		63.37	65.04	-
Qwen3 4B 2026.04		62.8	-	20
Jina-v3 2026.04		62.6	-	24
Jina-v3 2026.04		60	-	12
Qwen3 0.6B 2026.04		59.4	-	6
Qwen3 4B 2026.04		58.5	-	13
Qwen3 0.6B 2026.04		55	-	4
Setwise.bubblesort (c=10) 2026.04		53.82	57.03	-
Setwise.heapsort (c=10) 2026.04		53.73	57.05	-
BM25 2026.04		47.96	50.67	-