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BAAI/BGE Reranker v2 M3

Lightweight 0.6B parameter cross-encoder built on bge-m3 foundation with LoRA fine-tuning and flash attention optimization. Strong multilingual support with fast inference, trained on diverse datasets including FEVER and MIRACL for production deployment efficiency.

Leaderboard Rank
#8
of 9
ELO Rating
1334
#8
Win Rate
30.6%
#8
Accuracy (nDCG@10)
0.084
#4
Latency
2383ms
#8

Model Information

Provider
BAAI
License
Open Source
Price per 1M tokens
$0.020
Release Date
2023-09-15
Model Name
bge-reranker-v2-m3
Total Evaluations
2360

Performance Record

Wins721 (30.6%)
Losses1639 (69.4%)
Ties0 (0.0%)
Wins
Losses
Ties

Performance Overview

ELO ratings by dataset

BAAI/BGE Reranker v2 M3's ELO performance varies across different benchmark datasets, showing its strengths in specific domains.

BAAI/BGE Reranker v2 M3 - ELO by Dataset

Detailed Metrics

Dataset breakdown

Performance metrics across different benchmark datasets, including accuracy and latency percentiles.

MSMARCO

ELO 149443.2% WR165W-217L-0T

Accuracy Metrics

nDCG@5
0.000
nDCG@10
0.000
Recall@5
0.000
Recall@10
0.000

Latency Distribution

Mean
2207ms
P50 (Median)
825ms
P90
1247ms

business reports

ELO 145241.6% WR165W-232L-0T

Accuracy Metrics

nDCG@5
0.000
nDCG@10
0.000
Recall@5
0.000
Recall@10
0.000

Latency Distribution

Mean
2451ms
P50 (Median)
895ms
P90
1679ms

PG

ELO 134429.1% WR116W-283L-0T

Accuracy Metrics

nDCG@5
0.000
nDCG@10
0.000
Recall@5
0.000
Recall@10
0.000

Latency Distribution

Mean
2034ms
P50 (Median)
1225ms
P90
2091ms

FiQa

ELO 133437.3% WR147W-247L-0T

Accuracy Metrics

nDCG@5
0.112
nDCG@10
0.120
Recall@5
0.105
Recall@10
0.130

Latency Distribution

Mean
2529ms
P50 (Median)
1019ms
P90
1649ms

DBPedia

ELO 132422.4% WR87W-302L-0T

Accuracy Metrics

nDCG@5
0.000
nDCG@10
0.000
Recall@5
0.000
Recall@10
0.000

Latency Distribution

Mean
2087ms
P50 (Median)
806ms
P90
1068ms

arguana

ELO 105510.3% WR41W-358L-0T

Accuracy Metrics

nDCG@5
0.312
nDCG@10
0.386
Recall@5
0.560
Recall@10
0.780

Latency Distribution

Mean
2989ms
P50 (Median)
1658ms
P90
2279ms

Compare Models

See how it stacks up

Compare BAAI/BGE Reranker v2 M3 with other top rerankers to understand the differences in performance, accuracy, and latency.