NanoCodeRAG / reranking_hybrid_metadata.json
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{
"generated_at_utc": "2026-05-25T01:16:38.622285+00:00",
"source_dataset": "hakari-bench/NanoCodeRAG",
"configs": {
"bm25": {
"top_k": 500,
"tokenizer": "auto"
},
"harrier_oss_v1_270m": {
"model": "microsoft/harrier-oss-v1-270m",
"top_k": 500,
"query_prompt_name": "web_search_query",
"query_prompt": "Instruct: Given a web search query, retrieve relevant passages that answer the query\nQuery: ",
"document_prompt_name": null
},
"reranking_hybrid": {
"rrf_top_k": 100,
"max_candidates_per_query": 101,
"method": "reciprocal_rank_fusion",
"rrf_k": 100,
"random_seed": 20260524,
"construction_policy": "RRF top-100 plus optional safeguard positive at rank 101"
}
},
"splits": {
"NanoCodeRAGLibraryDocumentationSolutions": {
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"query_count": 200,
"qrel_count": 200,
"bm25": {
"candidate_count_min": 500,
"candidate_count_max": 500,
"resolved_tokenizer": "regex",
"resolved_tokenizer_name": null,
"resolved_stemmer_algorithm": "english",
"auto_detected_language": "en",
"auto_detection_language_counts": {
"en": 10
},
"auto_detection_sample_size": 10
},
"harrier_oss_v1_270m": {
"candidate_count_min": 500,
"candidate_count_max": 500
},
"reranking_hybrid": {
"candidate_count_min": 100,
"candidate_count_max": 101,
"candidate_count_mean": 100.055,
"query_with_relevance_count": 200,
"covered_query_count": 200,
"query_coverage": 1.0,
"relevant_count": 200,
"covered_relevant_count": 200,
"relevant_coverage": 1.0,
"construction_policy": "RRF top-100 plus optional safeguard positive at rank 101",
"rrf_top_k": 100,
"safeguard_rank": 101,
"safeguard_positive_count": 11,
"limited_by_corpus_size_count": 0,
"additions": [
{
"query_id": "34",
"reason": "missing_positive_in_rrf_top_100",
"corpus_id": "doc_34",
"rank": 101
},
{
"query_id": "44",
"reason": "missing_positive_in_rrf_top_100",
"corpus_id": "doc_44",
"rank": 101
},
{
"query_id": "76",
"reason": "missing_positive_in_rrf_top_100",
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},
{
"query_id": "77",
"reason": "missing_positive_in_rrf_top_100",
"corpus_id": "doc_77",
"rank": 101
},
{
"query_id": "93",
"reason": "missing_positive_in_rrf_top_100",
"corpus_id": "doc_34",
"rank": 101
},
{
"query_id": "101",
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"corpus_id": "doc_101",
"rank": 101
},
{
"query_id": "102",
"reason": "missing_positive_in_rrf_top_100",
"corpus_id": "doc_102",
"rank": 101
},
{
"query_id": "103",
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"corpus_id": "doc_103",
"rank": 101
},
{
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"corpus_id": "doc_114",
"rank": 101
},
{
"query_id": "116",
"reason": "missing_positive_in_rrf_top_100",
"corpus_id": "doc_114",
"rank": 101
},
{
"query_id": "170",
"reason": "missing_positive_in_rrf_top_100",
"corpus_id": "doc_170",
"rank": 101
}
]
}
},
"NanoCodeRAGOnlineTutorials": {
"corpus_count": 9997,
"query_count": 200,
"qrel_count": 200,
"bm25": {
"candidate_count_min": 500,
"candidate_count_max": 500,
"resolved_tokenizer": "regex",
"resolved_tokenizer_name": null,
"resolved_stemmer_algorithm": "english",
"auto_detected_language": "en",
"auto_detection_language_counts": {
"en": 9,
"fr": 1
},
"auto_detection_sample_size": 10
},
"harrier_oss_v1_270m": {
"candidate_count_min": 500,
"candidate_count_max": 500
},
"reranking_hybrid": {
"candidate_count_min": 100,
"candidate_count_max": 100,
"candidate_count_mean": 100.0,
"query_with_relevance_count": 200,
"covered_query_count": 200,
"query_coverage": 1.0,
"relevant_count": 200,
"covered_relevant_count": 200,
"relevant_coverage": 1.0,
"construction_policy": "RRF top-100 plus optional safeguard positive at rank 101",
"rrf_top_k": 100,
"safeguard_rank": 101,
"safeguard_positive_count": 0,
"limited_by_corpus_size_count": 0,
"additions": []
}
},
"NanoCodeRAGProgrammingSolutions": {
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"query_count": 200,
"qrel_count": 200,
"bm25": {
"candidate_count_min": 500,
"candidate_count_max": 500,
"resolved_tokenizer": "regex",
"resolved_tokenizer_name": null,
"resolved_stemmer_algorithm": "english",
"auto_detected_language": "en",
"auto_detection_language_counts": {
"en": 10
},
"auto_detection_sample_size": 10
},
"harrier_oss_v1_270m": {
"candidate_count_min": 500,
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},
"reranking_hybrid": {
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"candidate_count_max": 101,
"candidate_count_mean": 100.035,
"query_with_relevance_count": 200,
"covered_query_count": 200,
"query_coverage": 1.0,
"relevant_count": 200,
"covered_relevant_count": 200,
"relevant_coverage": 1.0,
"construction_policy": "RRF top-100 plus optional safeguard positive at rank 101",
"rrf_top_k": 100,
"safeguard_rank": 101,
"safeguard_positive_count": 7,
"limited_by_corpus_size_count": 0,
"additions": [
{
"query_id": "HumanEval/0",
"reason": "missing_positive_in_rrf_top_100",
"corpus_id": "doc_0",
"rank": 101
},
{
"query_id": "21",
"reason": "missing_positive_in_rrf_top_100",
"corpus_id": "doc_174",
"rank": 101
},
{
"query_id": "39",
"reason": "missing_positive_in_rrf_top_100",
"corpus_id": "doc_192",
"rank": 101
},
{
"query_id": "62",
"reason": "missing_positive_in_rrf_top_100",
"corpus_id": "doc_215",
"rank": 101
},
{
"query_id": "119",
"reason": "missing_positive_in_rrf_top_100",
"corpus_id": "doc_272",
"rank": 101
},
{
"query_id": "147",
"reason": "missing_positive_in_rrf_top_100",
"corpus_id": "doc_300",
"rank": 101
},
{
"query_id": "193",
"reason": "missing_positive_in_rrf_top_100",
"corpus_id": "doc_346",
"rank": 101
}
]
}
},
"NanoCodeRAGStackoverflowPosts": {
"corpus_count": 10000,
"query_count": 200,
"qrel_count": 200,
"bm25": {
"candidate_count_min": 500,
"candidate_count_max": 500,
"resolved_tokenizer": "regex",
"resolved_tokenizer_name": null,
"resolved_stemmer_algorithm": "english",
"auto_detected_language": "en",
"auto_detection_language_counts": {
"en": 10
},
"auto_detection_sample_size": 10
},
"harrier_oss_v1_270m": {
"candidate_count_min": 500,
"candidate_count_max": 500
},
"reranking_hybrid": {
"candidate_count_min": 100,
"candidate_count_max": 100,
"candidate_count_mean": 100.0,
"query_with_relevance_count": 200,
"covered_query_count": 200,
"query_coverage": 1.0,
"relevant_count": 200,
"covered_relevant_count": 200,
"relevant_coverage": 1.0,
"construction_policy": "RRF top-100 plus optional safeguard positive at rank 101",
"rrf_top_k": 100,
"safeguard_rank": 101,
"safeguard_positive_count": 0,
"limited_by_corpus_size_count": 0,
"additions": []
}
}
}
}