Jina Embeddings v3
Features 570M parameters with five task-specific LoRA adapters for retrieval, clustering, and classification. Supports 89 languages with 30 optimized, processes up to 8,192 tokens, and allows dimension truncation to 32 via Matryoshka learning.
Model Information
- Provider
- Jina AI
- License
- Open Source
- Price per 1M tokens
- $0.045
- Release Date
- 2024-09-18
- Model Name
- jina-embeddings-v3
- Total Evaluations
- 1918
Performance Record
Wins772 (40.3%)
Losses901 (47.0%)
Ties245 (12.8%)
Wins
Losses
Ties
Performance Overview
ELO ratings by dataset
Jina Embeddings v3's ELO performance varies across different benchmark datasets, showing its strengths in specific domains.
Jina Embeddings v3 - ELO by Dataset
Detailed Metrics
Dataset breakdown
Performance metrics across different benchmark datasets, including accuracy and latency percentiles.
ARCD
ELO 153047.1% WR113W-69L-58T
Accuracy Metrics
- nDCG@5
- 0.888
- nDCG@10
- 0.900
- Recall@5
- 0.920
- Recall@10
- 0.960
Latency Distribution
- Mean
- 85941ms
- P50 (Median)
- 84222ms
- P90
- 98832ms
PG
ELO 150550.0% WR120W-115L-5T
Latency Distribution
- Mean
- 155423ms
- P50 (Median)
- 152315ms
- P90
- 178736ms
MSMARCO
ELO 150444.6% WR107W-98L-35T
Accuracy Metrics
- nDCG@5
- 1.000
- nDCG@10
- 0.997
- Recall@5
- 0.123
- Recall@10
- 0.220
Latency Distribution
- Mean
- 476020ms
- P50 (Median)
- 466500ms
- P90
- 547423ms
NorQuAD
ELO 149725.4% WR61W-68L-111T
Latency Distribution
- Mean
- 45614ms
- P50 (Median)
- 44702ms
- P90
- 52456ms
FiQa
ELO 148442.5% WR102W-129L-9T
Accuracy Metrics
- nDCG@5
- 0.645
- nDCG@10
- 0.679
- Recall@5
- 0.633
- Recall@10
- 0.741
Latency Distribution
- Mean
- 458812ms
- P50 (Median)
- 449636ms
- P90
- 527634ms
business reports
ELO 147238.8% WR93W-140L-7T
Latency Distribution
- Mean
- 18149ms
- P50 (Median)
- 17786ms
- P90
- 20871ms
DBPedia
ELO 147237.4% WR89W-134L-15T
Accuracy Metrics
- nDCG@5
- 0.616
- nDCG@10
- 0.591
- Recall@5
- 0.225
- Recall@10
- 0.340
Latency Distribution
- Mean
- 199515ms
- P50 (Median)
- 195525ms
- P90
- 229442ms
SciFact
ELO 146236.3% WR87W-148L-5T
Accuracy Metrics
- nDCG@5
- 0.622
- nDCG@10
- 0.661
- Recall@5
- 0.695
- Recall@10
- 0.800
Latency Distribution
- Mean
- 270629ms
- P50 (Median)
- 265216ms
- P90
- 311223ms
Compare Models
See how it stacks up
Compare Jina Embeddings v3 with other top embeddings to understand the differences in performance, accuracy, and latency.