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MAIR

Benchmarks

Task NameDataset NameSOTA ResultTrend
Information RetrievalMAIR 20% labeled query-document pairs
Avg MAP@10048.55
30
Query-document retrievalMAIR (20% labeled)
Average Score77.08
15
RetrievalMAIR (test)
nDCG@10 (Avg)59.38
15
RetrievalMAIR 10% labeled query-document pairs
Average Score58.92
15
Information RetrievalMAIR 5% labeled query-document pairs (test)
Average IR Score58.53
15
RetrievalMAIR 40% labeled query-document pairs
Avg Score59.99
15
Information RetrievalMAIR 38 Tasks
Accuracy@1 (Average)47
12
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