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Benchmarks
Passage Retrieval on Amharic Passage Retrieval Dataset (test)
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77.5
MRR@10
ROBERTa-Base-Amharic-Embed
-1.124
19.288
39.7
60.112
May 25, 2025
MRR@10
NDCG@10
Recall@10
Recall@50
Recall@100
Updated 4d ago
Evaluation Results
Method
Method
Links
MRR@10
NDCG@10
Recall@10
Recall@50
Recall@100
ROBERTa-Base-Amharic-Embed
Params=110M
2025.05
77.5
80.8
91.3
96.4
97.9
ROBERTa-Medium-Amharic-Embed
Params=42M
2025.05
73.5
77.1
88.4
95.5
97.1
BERT-Medium-Amharic-Embed
Params=40M
2025.05
68.2
72
84.3
93.1
95.4
multilingual-e5-large-instruct
Params=560M
2025.05
67.2
70.9
82.5
91.1
93.1
snowflake-arctic-embed-l-v2.0
Params=568M
2025.05
65.9
70.1
83.1
92.2
94.2
gte-multilingual-base
Params=305M
2025.05
60
63.8
76
85.1
88.2
gte-modernbert-base
Params=149M
2025.05
1.9
2.3
3.3
5.1
6.7
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