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.
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
- 3000
Performance Record
Wins864 (28.8%)
Losses2079 (69.3%)
Ties57 (1.9%)
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 144739.6% WR198W-277L-25T
Accuracy Metrics
- nDCG@5
- 0.592
- nDCG@10
- 0.605
- Recall@5
- 0.740
- Recall@10
- 0.780
Latency Distribution
- Mean
- 2207ms
- P50 (Median)
- 825ms
- P90
- 1247ms
business reports
ELO 141639.0% WR195W-299L-6T
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 137029.2% WR146W-353L-1T
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
DBPedia
ELO 134121.0% WR105W-379L-16T
Accuracy Metrics
- nDCG@5
- 0.096
- nDCG@10
- 0.096
- Recall@5
- 0.003
- Recall@10
- 0.003
Latency Distribution
- Mean
- 2087ms
- P50 (Median)
- 806ms
- P90
- 1068ms
FiQa
ELO 129935.0% WR175W-317L-8T
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
arguana
ELO 10089.0% WR45W-454L-1T
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.