Zerank 1

Reranking model that achieves competitive performance across diverse benchmarks. Demonstrates capabilities in both accuracy and recall. Ranks relevant documents higher in search results.

Overall Rank
#1
of 6
ELO Rating
1605
#1
Win Rate
63.1%
#2
Accuracy (nDCG@10)
0.493
#5
Latency
1256ms
#6

Model Information

Provider
ZeroEntropy
License
Proprietary
Model Name
zerank-1
Total Evaluations
375

Performance Record

Wins473 (63.1%)
Losses271 (36.1%)
Ties6 (0.8%)
Wins
Losses
Ties

Performance Overview

ELO ratings by dataset

Zerank 1's ELO performance varies across different benchmark datasets, showing its strengths in specific domains.

Zerank 1 - ELO by Dataset

Detailed Metrics

Dataset breakdown

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

BEIR/fiqa

ELO 164768.8% WR172W-76L-2T

Accuracy Metrics

nDCG@5
0.115
nDCG@10
0.121
Recall@5
0.105
Recall@10
0.125

Latency Distribution

Mean
1172ms
P50 (Median)
1179ms
P90
1326ms

BEIR/scifact

ELO 161366.0% WR165W-81L-4T

Accuracy Metrics

nDCG@5
0.863
nDCG@10
0.866
Recall@5
0.916
Recall@10
0.920

Latency Distribution

Mean
1358ms
P50 (Median)
1287ms
P90
1571ms

PG

ELO 154754.4% WR136W-114L-0T

Latency Distribution

Mean
1238ms
P50 (Median)
1217ms
P90
1316ms