Ranking

Benchmarks

Dataset Name	SOTA Method	Metric
UltraFeedback clean (held-out)		Kendall’s Tau0.362	60	22d ago
BEIR selected subset v1.0.0 (test)	LISTT5-3B	TREC-COVID84.7	38	4mo ago
Candidate Profiles		Rank15	30	4mo ago
Aggregate BUS-BRA, GIST514-DB, BreastMNIST, Breast	Ultrasound-CLIP	Average Rank1.5	24	3mo ago
Synthetic	STAB-SS	Median Excess Test Loss0.0152	21	1mo ago
Jester Dataset	Spectral method	Score84.1	20	25d ago
WebAP	ITEM-Ar	NDCG@551.61	18	3mo ago
TREC DL	ITEM-Ar	NDCG@583.12	18	3mo ago
DaReCzech 1.0 (test)		Precision@1059.3	18	4mo ago
ARGKP 21	Qwen3-Embedding-8B	MAP83	15	2mo ago
Amazon Books	DUET	NDCG@10.4288	14	3mo ago
Amazon Music	DUET	NDCG@151.23	14	3mo ago
Yelp	DUET	NDCG@133.9	14	3mo ago
Yahoo LTR	LightGBM+	Total Time (s)23.09	14	4mo ago
MSD (test)	EASER	Recall@2033.3	14	4mo ago
Rotten Tomatoes (5-fold cross-val)	GHCF	HR@1063.52	13	2mo ago
IMDb (5-fold cross-validation)	GHCF	HR@1021.87	13	2mo ago
Amazon (5-fold cross-val)	AE BPR	HR@1030.18	13	2mo ago
LETOR	LightGBM+	Total Time (s)33.6	13	4mo ago
GTI-NQ	ITEM-Ar	NDCG@587.48	12	3mo ago
Amazon	GPR4DUR	Recall90.8	12	4mo ago
TREC Deep Learning 2019	R2ANKER	NDCG@1073	12	4mo ago
rel-salt s-shipc	NBFNet	MRR0.733	10	1mo ago
rel-salt i-incot	OpenRFM (tabpfn)	MRR83.1	10	1mo ago
NGR 33k (test)	BGE-M3 (Student)	nDCG@50.771	10	4mo ago

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