e-hekim / data /benchmark_results.json
ErenYanic's picture
Add data/benchmark_results.json
dd6442b verified
Raw
History Blame Contribute Delete
42.1 kB
{
"embedding_model": "magibu/embeddingmagibu-200m",
"collection_chunks": 2714,
"analysis_top_k": 10,
"chosen_threshold": 0.53,
"chosen_row": {
"threshold": 0.53,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 1.0,
"f1": 1.0,
"accuracy": 1.0
},
"separation": {
"n_positive": 20,
"n_negative": 10,
"pos_mean": 0.7376487225294113,
"pos_min": 0.5819218158721924,
"pos_max": 0.8784185647964478,
"neg_mean": 0.27488189935684204,
"neg_min": 0.16150116920471191,
"neg_max": 0.47768688201904297,
"gap": 0.10423493385314941
},
"per_question": [
{
"id": "P01",
"label": "positive",
"question": "Osteoporozda kemik yıkımı hangi yaşlardan itibaren başlar?",
"expected_url": "https://www.florence.com.tr/guncel-saglik/kemik-erimesi",
"expected_rank": 1,
"expected_similarity": 0.7565101385116577,
"best_similarity": 0.7565101385116577,
"top_url": "https://www.florence.com.tr/guncel-saglik/kemik-erimesi",
"top_title": "Kemik Erimesi (Osteoporoz) Nedir?",
"similarities": [
0.7565,
0.753,
0.7444,
0.7313,
0.7219,
0.7062,
0.6982,
0.6733,
0.4648,
0.4527
]
},
{
"id": "P02",
"label": "positive",
"question": "Demir eksikliği anemisinin belirtileri nelerdir?",
"expected_url": "https://medipol.com.tr/bilgi-kosesi/bunlari-biliyor-musunuz/demir-eksikligi-anemisi-nedir-tedavi-yontemleri-nelerdir",
"expected_rank": 1,
"expected_similarity": 0.8307414650917053,
"best_similarity": 0.8307414650917053,
"top_url": "https://medipol.com.tr/bilgi-kosesi/bunlari-biliyor-musunuz/demir-eksikligi-anemisi-nedir-tedavi-yontemleri-nelerdir",
"top_title": "Demir Eksikliği Anemisi Nedir? Tedavi Yöntemleri Nelerdir?",
"similarities": [
0.8307,
0.7807,
0.7674,
0.7213,
0.6716,
0.6541,
0.5052,
0.4851,
0.4625,
0.4495
]
},
{
"id": "P03",
"label": "positive",
"question": "Alerjik rinit hangi belirtilerle ortaya çıkar?",
"expected_url": "https://www.bayindirhastanesi.com.tr/blog/alerjik-rinit-nedir-alerjik-rinit-tedavisi-90",
"expected_rank": 5,
"expected_similarity": 0.7381517291069031,
"best_similarity": 0.7961084246635437,
"top_url": "https://www.guven.com.tr/saglik-rehberi/alerjik-rinit-nedir-alerjik-rinitin-belirtileri-nelerdir",
"top_title": "Alerjik Rinit Nedir? Alerjik Rinitin Belirtileri Nelerdir?",
"similarities": [
0.7961,
0.7908,
0.7698,
0.7434,
0.7382,
0.7169,
0.7156,
0.7118,
0.7014,
0.7005
]
},
{
"id": "P04",
"label": "positive",
"question": "Alerjik astıma neden olan başlıca alerjenler nelerdir?",
"expected_url": "https://istanbulbaskentuniversitesi.com/saglik-rehberi/gogus-hastaliklari/alerjik-astim-nedir",
"expected_rank": 2,
"expected_similarity": 0.7515339851379395,
"best_similarity": 0.7702745795249939,
"top_url": "https://istanbulbaskentuniversitesi.com/saglik-rehberi/alerji-ve-immunoloji/alerji-hakkinda-sik-sorulan-sorular",
"top_title": "Alerji Hakkında Sık Sorulan Sorular",
"similarities": [
0.7703,
0.7515,
0.7351,
0.7317,
0.7195,
0.662,
0.6586,
0.6377,
0.6363,
0.6309
]
},
{
"id": "P05",
"label": "positive",
"question": "Anksiyete bozuklukları kadınlarda mı erkeklerde mi daha sık görülür?",
"expected_url": "https://www.livhospital.com/liv-saglik-kosesi/anksiyete",
"expected_rank": 1,
"expected_similarity": 0.637660026550293,
"best_similarity": 0.637660026550293,
"top_url": "https://www.livhospital.com/liv-saglik-kosesi/anksiyete",
"top_title": "Anksiyete Nedir? Anksiyete Belirtileri ve Tedavisi",
"similarities": [
0.6377,
0.6305,
0.5689,
0.469,
0.4635,
0.4617,
0.4136,
0.4059,
0.4055,
0.3986
]
},
{
"id": "P06",
"label": "positive",
"question": "Derin ven trombozunda pıhtılaşmaya yol açan nedenler nelerdir?",
"expected_url": "https://www.mph.com.tr/hastaliklar-ve-tedaviler/derin-ven-trombozu-dvt-",
"expected_rank": 1,
"expected_similarity": 0.7318258285522461,
"best_similarity": 0.7318258285522461,
"top_url": "https://www.mph.com.tr/hastaliklar-ve-tedaviler/derin-ven-trombozu-dvt-",
"top_title": "Derin Ven Trombozu (DVT)",
"similarities": [
0.7318,
0.7132,
0.6713,
0.6454,
0.6444,
0.6324,
0.631,
0.6134,
0.5762,
0.5633
]
},
{
"id": "P07",
"label": "positive",
"question": "Lupus hastalığının oluşumunu tetikleyen çevresel etkenler nelerdir?",
"expected_url": "https://www.acibadem.com.tr/ilgi-alani/lupus-nedir-kelebek-hastaligi-belirtileri/",
"expected_rank": 1,
"expected_similarity": 0.7852110862731934,
"best_similarity": 0.7852110862731934,
"top_url": "https://www.acibadem.com.tr/ilgi-alani/lupus-nedir-kelebek-hastaligi-belirtileri/",
"top_title": "Lupus Hastalığı Nedir? Kelebek Hastalığı Belirtileri ve Tedavisi",
"similarities": [
0.7852,
0.7656,
0.7529,
0.7318,
0.7253,
0.7217,
0.7196,
0.7034,
0.6699,
0.6435
]
},
{
"id": "P08",
"label": "positive",
"question": "Hodgkin lenfomayı diğer lenfoma türlerinden ayıran hücre tipi nedir?",
"expected_url": "https://www.mph.com.tr/hastaliklar-ve-tedaviler/hodgkin-lenfoma",
"expected_rank": 1,
"expected_similarity": 0.7789224982261658,
"best_similarity": 0.7789224982261658,
"top_url": "https://www.mph.com.tr/hastaliklar-ve-tedaviler/hodgkin-lenfoma",
"top_title": "Hodgkin Lenfoma",
"similarities": [
0.7789,
0.4028,
0.3797,
0.3465,
0.3399,
0.3397,
0.3266,
0.3232,
0.3229,
0.3221
]
},
{
"id": "P09",
"label": "positive",
"question": "Prostat bezinin ana görevi nedir?",
"expected_url": "https://www.anadolusaglik.org/saglik-rehberi/prostat-kanseri",
"expected_rank": 1,
"expected_similarity": 0.6550171971321106,
"best_similarity": 0.6550171971321106,
"top_url": "https://www.anadolusaglik.org/saglik-rehberi/prostat-kanseri",
"top_title": "Prostat Kanseri Belirtileri Nelerdir? Evreleri ve Tedavisi",
"similarities": [
0.655,
0.6073,
0.5981,
0.5952,
0.5905,
0.5721,
0.5711,
0.564,
0.5294,
0.5204
]
},
{
"id": "P10",
"label": "positive",
"question": "Ayak mantarına en sık hangi mantar cinsleri neden olur?",
"expected_url": "https://www.anadolusaglik.org/saglik-rehberi/ayak-mantari-nedir-nedenleri-belirtileri-tedavisi",
"expected_rank": 3,
"expected_similarity": 0.7845219969749451,
"best_similarity": 0.8063095808029175,
"top_url": "https://www.florence.com.tr/guncel-saglik/ayak-mantari",
"top_title": "Ayak Mantarı Nedir? Tedavisi Nasıl Yapılır?",
"similarities": [
0.8063,
0.7891,
0.7845,
0.7821,
0.7789,
0.7721,
0.7474,
0.7295,
0.6698,
0.6672
]
},
{
"id": "P11",
"label": "positive",
"question": "Ürodinami testi hangi organların bozukluklarını araştırmak için yapılır?",
"expected_url": "https://www.memorial.com.tr/tani-ve-testler/urodinami-testi-nedir",
"expected_rank": 1,
"expected_similarity": 0.8087267875671387,
"best_similarity": 0.8087267875671387,
"top_url": "https://www.memorial.com.tr/tani-ve-testler/urodinami-testi-nedir",
"top_title": "Ürodinami testi nedir?",
"similarities": [
0.8087,
0.805,
0.7833,
0.7671,
0.7389,
0.6025,
0.5246,
0.5067,
0.4244,
0.406
]
},
{
"id": "P12",
"label": "positive",
"question": "Histeroskopi işleminde hangi cihaz kullanılır?",
"expected_url": "https://www.memorial.com.tr/tani-ve-testler/histeroskopi-nedir",
"expected_rank": 1,
"expected_similarity": 0.7545734643936157,
"best_similarity": 0.7545734643936157,
"top_url": "https://www.memorial.com.tr/tani-ve-testler/histeroskopi-nedir",
"top_title": "Histeroskopi Nedir? Histeroskopi Hangi Hastalıklarda Kullanılır?",
"similarities": [
0.7546,
0.7007,
0.6388,
0.5943,
0.5868,
0.5326,
0.5297,
0.5211,
0.5143,
0.4956
]
},
{
"id": "P13",
"label": "positive",
"question": "Eritrositler nerede üretilir ve ömrünü tamamlayınca nerede yıkılır?",
"expected_url": "https://www.medicana.com.tr/saglik-rehberi-detay/15547/eritrosit-rbc-nedir",
"expected_rank": 1,
"expected_similarity": 0.583365797996521,
"best_similarity": 0.583365797996521,
"top_url": "https://www.medicana.com.tr/saglik-rehberi-detay/15547/eritrosit-rbc-nedir",
"top_title": "Eritrosit (RBC) Nedir?",
"similarities": [
0.5834,
0.5135,
0.266,
0.2636,
0.2625,
0.2607,
0.2592,
0.2537,
0.253,
0.2391
]
},
{
"id": "P14",
"label": "positive",
"question": "Menisküslerin diz eklemindeki görevi nedir?",
"expected_url": "https://yeditepehastaneleri.com/saglik-rehberi/hastaliklar-tedaviler/meniskus-yirtigi-sadece-sporcu-hastaligi-degildir",
"expected_rank": 1,
"expected_similarity": 0.6591089367866516,
"best_similarity": 0.6591089367866516,
"top_url": "https://yeditepehastaneleri.com/saglik-rehberi/hastaliklar-tedaviler/meniskus-yirtigi-sadece-sporcu-hastaligi-degildir",
"top_title": "Menisküs Yırtığı Sadece Sporcu Hastalığı Değildir!",
"similarities": [
0.6591,
0.5788,
0.5327,
0.5326,
0.5032,
0.4879,
0.4729,
0.4665,
0.4628,
0.4583
]
},
{
"id": "P15",
"label": "positive",
"question": "Yutak (farenks) kanserlerinde ön plandaki risk faktörleri nelerdir?",
"expected_url": "https://www.anadolusaglik.org/saglik-rehberi/farenks-yutak-kanserleri",
"expected_rank": 1,
"expected_similarity": 0.5819218158721924,
"best_similarity": 0.5819218158721924,
"top_url": "https://www.anadolusaglik.org/saglik-rehberi/farenks-yutak-kanserleri",
"top_title": "Farenks, Yutak Kanseri Nedir? Belirtileri ve Tedavi Süreci",
"similarities": [
0.5819,
0.4749,
0.4511,
0.434,
0.4317,
0.4293,
0.4279,
0.4163,
0.4119,
0.4108
]
},
{
"id": "P16",
"label": "positive",
"question": "Anal fissür belirtileri nelerdir?",
"expected_url": "https://atlasuniversitesihastanesi.com/anal-fissurler-makat-catlagi/",
"expected_rank": 3,
"expected_similarity": 0.8362204432487488,
"best_similarity": 0.8784185647964478,
"top_url": "https://www.mph.com.tr/hastaliklar-ve-tedaviler/anal-fissur",
"top_title": "Anal Fissür",
"similarities": [
0.8784,
0.8614,
0.8362,
0.6857,
0.6734,
0.6646,
0.6587,
0.6479,
0.6376,
0.6312
]
},
{
"id": "P17",
"label": "positive",
"question": "Obezite vücut yağ oranı bakımından nasıl tanımlanır?",
"expected_url": "https://istanbulbaskentuniversitesi.com/tibbi-birim/obezite-cerrahisi-poliklinigi",
"expected_rank": 2,
"expected_similarity": 0.6684779524803162,
"best_similarity": 0.6868741512298584,
"top_url": "https://www.bayindirhastanesi.com.tr/blog/asrin-kanseri-obezite!-271",
"top_title": "Obezite nasıl saptanır? Obezite tedavi yöntemleri nelerdir?",
"similarities": [
0.6869,
0.6685,
0.6542,
0.6203,
0.617,
0.6132,
0.5691,
0.5366,
0.5344,
0.5323
]
},
{
"id": "P18",
"label": "positive",
"question": "Diş ağrısının olası sebepleri nelerdir?",
"expected_url": "https://atlasuniversitesihastanesi.com/dis-agrisi-nedir-belirtileri-nelerdir/",
"expected_rank": 1,
"expected_similarity": 0.8044223785400391,
"best_similarity": 0.8044223785400391,
"top_url": "https://atlasuniversitesihastanesi.com/dis-agrisi-nedir-belirtileri-nelerdir/",
"top_title": "Diş Ağrısı Nedir, Belirtileri Nelerdir?",
"similarities": [
0.8044,
0.7514,
0.7075,
0.7074,
0.6871,
0.6445,
0.6365,
0.6263,
0.6216,
0.6185
]
},
{
"id": "P19",
"label": "positive",
"question": "Tırnak mantarı hangi ortamlarda bulaşır?",
"expected_url": "https://www.florence.com.tr/guncel-saglik/tirnak-mantari",
"expected_rank": 1,
"expected_similarity": 0.7639089822769165,
"best_similarity": 0.7639089822769165,
"top_url": "https://www.florence.com.tr/guncel-saglik/tirnak-mantari",
"top_title": "Tırnak Mantarı Tedavisi Nasıl Yapılır?",
"similarities": [
0.7639,
0.758,
0.7394,
0.7306,
0.686,
0.6355,
0.6302,
0.6137,
0.6124,
0.6119
]
},
{
"id": "P20",
"label": "positive",
"question": "Kemik iliğinde bulunan kök hücreler ne için çalışır?",
"expected_url": "https://www.anadolusaglik.org/saglik-rehberi/kok-hucre-tedavisi-nedir-ve-tedavisi-uygulanir",
"expected_rank": 1,
"expected_similarity": 0.6830727458000183,
"best_similarity": 0.6830727458000183,
"top_url": "https://www.anadolusaglik.org/saglik-rehberi/kok-hucre-tedavisi-nedir-ve-tedavisi-uygulanir",
"top_title": "Kök Hücre Tedavisi Nedir ve Tedavisi Uygulanır?",
"similarities": [
0.6831,
0.6586,
0.6181,
0.5068,
0.5038,
0.4554,
0.4538,
0.4214,
0.4036,
0.4034
]
},
{
"id": "N01",
"label": "negative",
"question": "Java programlama dilinde bir HashMap nasıl oluşturulur?",
"expected_url": null,
"expected_rank": null,
"expected_similarity": null,
"best_similarity": 0.19391262531280518,
"top_url": "https://www.medicana.com.tr/saglik-rehberi-detay/12251/hasimato-hastaligi",
"top_title": "Haşimato Hastalığı",
"similarities": [
0.1939,
0.1746,
0.1724,
0.1548,
0.1545,
0.1532,
0.1453,
0.1398,
0.1368,
0.1223
]
},
{
"id": "N02",
"label": "negative",
"question": "2022 FIFA Dünya Kupası'nı hangi ülke kazandı?",
"expected_url": null,
"expected_rank": null,
"expected_similarity": null,
"best_similarity": 0.24775934219360352,
"top_url": "https://www.anadolusaglik.org/saglik-rehberi/evde-bakim-hizmeti-nedir-kimler-faydalanabilir",
"top_title": "Evde Bakım ve Sağlık Hizmeti Nedir? Kimler Faydalanabilir?",
"similarities": [
0.2478,
0.2412,
0.2283,
0.2212,
0.2013,
0.1997,
0.1997,
0.1963,
0.1882,
0.1733
]
},
{
"id": "N03",
"label": "negative",
"question": "İstanbul'dan Ankara'ya yüksek hızlı tren bileti kaç TL?",
"expected_url": null,
"expected_rank": null,
"expected_similarity": null,
"best_similarity": 0.29325079917907715,
"top_url": "https://www.anadolusaglik.org/saglik-rehberi/anjiyo-tedavi-degil-bir-tani-yontemidir",
"top_title": "Anjiyo tedavi değil, bir tanı yöntemidir",
"similarities": [
0.2933,
0.2663,
0.2438,
0.2262,
0.2223,
0.2184,
0.2094,
0.209,
0.2043,
0.2014
]
},
{
"id": "N04",
"label": "negative",
"question": "Bitcoin'in bugünkü dolar cinsinden fiyatı nedir?",
"expected_url": null,
"expected_rank": null,
"expected_similarity": null,
"best_similarity": 0.47768688201904297,
"top_url": "https://www.medicalpark.com.tr/bitcoin-sanal-para-bagimliligi/hg-1681",
"top_title": "Bitcoin Sanal para bağımlılığı",
"similarities": [
0.4777,
0.1996,
0.1841,
0.1785,
0.1784,
0.1755,
0.1753,
0.1737,
0.1723,
0.1655
]
},
{
"id": "N05",
"label": "negative",
"question": "Mars'a insanlı ilk görevin hangi yıl yapılması planlanıyor?",
"expected_url": null,
"expected_rank": null,
"expected_similarity": null,
"best_similarity": 0.16150116920471191,
"top_url": "https://atlasuniversitesihastanesi.com/beslenme-trendleri-saglik-surdurulebilirlik-ve-yenilikci-yaklasimlar/",
"top_title": "Beslenme Trendleri: Sağlık, Sürdürülebilirlik ve Yenilikçi yaklaşımlar",
"similarities": [
0.1615,
0.1465,
0.1417,
0.1334,
0.1326,
0.1317,
0.1314,
0.131,
0.1297,
0.1267
]
},
{
"id": "N06",
"label": "negative",
"question": "Bir otomobilin motor yağı kaç kilometrede bir değiştirilmelidir?",
"expected_url": null,
"expected_rank": null,
"expected_similarity": null,
"best_similarity": 0.27066850662231445,
"top_url": "https://www.medicalpark.com.tr/check-up/hg-1929",
"top_title": "Check Up Nedir? Check Up Neden Yapılır?",
"similarities": [
0.2707,
0.249,
0.2468,
0.2459,
0.2333,
0.2326,
0.2285,
0.228,
0.2268,
0.2245
]
},
{
"id": "N07",
"label": "negative",
"question": "Osmanlı Devleti hangi padişah döneminde İstanbul'u fethetti?",
"expected_url": null,
"expected_rank": null,
"expected_similarity": null,
"best_similarity": 0.20612424612045288,
"top_url": "https://atlasuniversitesihastanesi.com/zerdecal-turuncu-mucizenin-besin-degerleri-faydalari-tuketim-yontemleri/",
"top_title": "Zerdeçal: Turuncu Mucizenin Besin Değerleri, Faydaları, Tüketim Yöntemleri",
"similarities": [
0.2061,
0.196,
0.195,
0.1938,
0.1828,
0.1828,
0.1803,
0.1791,
0.1783,
0.176
]
},
{
"id": "N08",
"label": "negative",
"question": "Kedilerde kalp kurdu hastalığı nasıl tedavi edilir?",
"expected_url": null,
"expected_rank": null,
"expected_similarity": null,
"best_similarity": 0.3943623900413513,
"top_url": "https://www.bayindirhastanesi.com.tr/blog/gebelikte-enfeksiyon-riskine-dikkat!-326",
"top_title": "Gebelikte Enfeksiyon Riskine Dikkat! Gebelikte Enfeksiyon Belirtileri",
"similarities": [
0.3944,
0.3848,
0.3768,
0.3756,
0.3722,
0.3694,
0.3619,
0.3582,
0.3582,
0.3568
]
},
{
"id": "N09",
"label": "negative",
"question": "Python'da pandas kütüphanesiyle CSV dosyası nasıl okunur?",
"expected_url": null,
"expected_rank": null,
"expected_similarity": null,
"best_similarity": 0.24886643886566162,
"top_url": "https://www.medicalpark.com.tr/apandisit-nedir-belirtileri-ve-tedavi-yontemleri-nelerdir/hg-1883",
"top_title": "Apandisit Belirtileri Nelerdir? Apandisit Ağrısı Nasıl Olur?",
"similarities": [
0.2489,
0.2367,
0.2347,
0.2334,
0.2235,
0.2213,
0.2185,
0.2125,
0.2096,
0.2095
]
},
{
"id": "N10",
"label": "negative",
"question": "Bir evin elektrik tesisatında sigorta nasıl değiştirilir?",
"expected_url": null,
"expected_rank": null,
"expected_similarity": null,
"best_similarity": 0.2546865940093994,
"top_url": "https://www.anadolusaglik.org/saglik-rehberi/evde-bakim-hizmeti-nedir-kimler-faydalanabilir",
"top_title": "Evde Bakım ve Sağlık Hizmeti Nedir? Kimler Faydalanabilir?",
"similarities": [
0.2547,
0.2405,
0.2295,
0.2281,
0.2267,
0.222,
0.2133,
0.2132,
0.2131,
0.2127
]
}
],
"sweep": [
{
"threshold": 0.2,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 8,
"correct_refusals": 2,
"precision": 0.7143,
"recall": 1.0,
"f1": 0.8333,
"accuracy": 0.7333
},
{
"threshold": 0.21,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 7,
"correct_refusals": 3,
"precision": 0.7407,
"recall": 1.0,
"f1": 0.8511,
"accuracy": 0.7667
},
{
"threshold": 0.22,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 7,
"correct_refusals": 3,
"precision": 0.7407,
"recall": 1.0,
"f1": 0.8511,
"accuracy": 0.7667
},
{
"threshold": 0.23,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 7,
"correct_refusals": 3,
"precision": 0.7407,
"recall": 1.0,
"f1": 0.8511,
"accuracy": 0.7667
},
{
"threshold": 0.24,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 7,
"correct_refusals": 3,
"precision": 0.7407,
"recall": 1.0,
"f1": 0.8511,
"accuracy": 0.7667
},
{
"threshold": 0.25,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 5,
"correct_refusals": 5,
"precision": 0.8,
"recall": 1.0,
"f1": 0.8889,
"accuracy": 0.8333
},
{
"threshold": 0.26,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 4,
"correct_refusals": 6,
"precision": 0.8333,
"recall": 1.0,
"f1": 0.9091,
"accuracy": 0.8667
},
{
"threshold": 0.27,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 4,
"correct_refusals": 6,
"precision": 0.8333,
"recall": 1.0,
"f1": 0.9091,
"accuracy": 0.8667
},
{
"threshold": 0.28,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 3,
"correct_refusals": 7,
"precision": 0.8696,
"recall": 1.0,
"f1": 0.9302,
"accuracy": 0.9
},
{
"threshold": 0.29,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 3,
"correct_refusals": 7,
"precision": 0.8696,
"recall": 1.0,
"f1": 0.9302,
"accuracy": 0.9
},
{
"threshold": 0.3,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 2,
"correct_refusals": 8,
"precision": 0.9091,
"recall": 1.0,
"f1": 0.9524,
"accuracy": 0.9333
},
{
"threshold": 0.31,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 2,
"correct_refusals": 8,
"precision": 0.9091,
"recall": 1.0,
"f1": 0.9524,
"accuracy": 0.9333
},
{
"threshold": 0.32,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 2,
"correct_refusals": 8,
"precision": 0.9091,
"recall": 1.0,
"f1": 0.9524,
"accuracy": 0.9333
},
{
"threshold": 0.33,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 2,
"correct_refusals": 8,
"precision": 0.9091,
"recall": 1.0,
"f1": 0.9524,
"accuracy": 0.9333
},
{
"threshold": 0.34,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 2,
"correct_refusals": 8,
"precision": 0.9091,
"recall": 1.0,
"f1": 0.9524,
"accuracy": 0.9333
},
{
"threshold": 0.35,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 2,
"correct_refusals": 8,
"precision": 0.9091,
"recall": 1.0,
"f1": 0.9524,
"accuracy": 0.9333
},
{
"threshold": 0.36,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 2,
"correct_refusals": 8,
"precision": 0.9091,
"recall": 1.0,
"f1": 0.9524,
"accuracy": 0.9333
},
{
"threshold": 0.37,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 2,
"correct_refusals": 8,
"precision": 0.9091,
"recall": 1.0,
"f1": 0.9524,
"accuracy": 0.9333
},
{
"threshold": 0.38,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 2,
"correct_refusals": 8,
"precision": 0.9091,
"recall": 1.0,
"f1": 0.9524,
"accuracy": 0.9333
},
{
"threshold": 0.39,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 2,
"correct_refusals": 8,
"precision": 0.9091,
"recall": 1.0,
"f1": 0.9524,
"accuracy": 0.9333
},
{
"threshold": 0.4,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 1,
"correct_refusals": 9,
"precision": 0.9524,
"recall": 1.0,
"f1": 0.9756,
"accuracy": 0.9667
},
{
"threshold": 0.41,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 1,
"correct_refusals": 9,
"precision": 0.9524,
"recall": 1.0,
"f1": 0.9756,
"accuracy": 0.9667
},
{
"threshold": 0.42,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 1,
"correct_refusals": 9,
"precision": 0.9524,
"recall": 1.0,
"f1": 0.9756,
"accuracy": 0.9667
},
{
"threshold": 0.43,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 1,
"correct_refusals": 9,
"precision": 0.9524,
"recall": 1.0,
"f1": 0.9756,
"accuracy": 0.9667
},
{
"threshold": 0.44,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 1,
"correct_refusals": 9,
"precision": 0.9524,
"recall": 1.0,
"f1": 0.9756,
"accuracy": 0.9667
},
{
"threshold": 0.45,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 1,
"correct_refusals": 9,
"precision": 0.9524,
"recall": 1.0,
"f1": 0.9756,
"accuracy": 0.9667
},
{
"threshold": 0.46,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 1,
"correct_refusals": 9,
"precision": 0.9524,
"recall": 1.0,
"f1": 0.9756,
"accuracy": 0.9667
},
{
"threshold": 0.47,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 1,
"correct_refusals": 9,
"precision": 0.9524,
"recall": 1.0,
"f1": 0.9756,
"accuracy": 0.9667
},
{
"threshold": 0.48,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 1.0,
"f1": 1.0,
"accuracy": 1.0
},
{
"threshold": 0.49,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 1.0,
"f1": 1.0,
"accuracy": 1.0
},
{
"threshold": 0.5,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 1.0,
"f1": 1.0,
"accuracy": 1.0
},
{
"threshold": 0.51,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 1.0,
"f1": 1.0,
"accuracy": 1.0
},
{
"threshold": 0.52,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 1.0,
"f1": 1.0,
"accuracy": 1.0
},
{
"threshold": 0.53,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 1.0,
"f1": 1.0,
"accuracy": 1.0
},
{
"threshold": 0.54,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 1.0,
"f1": 1.0,
"accuracy": 1.0
},
{
"threshold": 0.55,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 1.0,
"f1": 1.0,
"accuracy": 1.0
},
{
"threshold": 0.56,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 1.0,
"f1": 1.0,
"accuracy": 1.0
},
{
"threshold": 0.57,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 1.0,
"f1": 1.0,
"accuracy": 1.0
},
{
"threshold": 0.58,
"answered_positives": 20,
"grounded_positives": 20,
"missed_positives": 0,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 1.0,
"f1": 1.0,
"accuracy": 1.0
},
{
"threshold": 0.59,
"answered_positives": 18,
"grounded_positives": 18,
"missed_positives": 2,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.9,
"f1": 0.9474,
"accuracy": 0.9333
},
{
"threshold": 0.6,
"answered_positives": 18,
"grounded_positives": 18,
"missed_positives": 2,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.9,
"f1": 0.9474,
"accuracy": 0.9333
},
{
"threshold": 0.61,
"answered_positives": 18,
"grounded_positives": 18,
"missed_positives": 2,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.9,
"f1": 0.9474,
"accuracy": 0.9333
},
{
"threshold": 0.62,
"answered_positives": 18,
"grounded_positives": 18,
"missed_positives": 2,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.9,
"f1": 0.9474,
"accuracy": 0.9333
},
{
"threshold": 0.63,
"answered_positives": 18,
"grounded_positives": 18,
"missed_positives": 2,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.9,
"f1": 0.9474,
"accuracy": 0.9333
},
{
"threshold": 0.64,
"answered_positives": 17,
"grounded_positives": 17,
"missed_positives": 3,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.85,
"f1": 0.9189,
"accuracy": 0.9
},
{
"threshold": 0.65,
"answered_positives": 17,
"grounded_positives": 17,
"missed_positives": 3,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.85,
"f1": 0.9189,
"accuracy": 0.9
},
{
"threshold": 0.66,
"answered_positives": 15,
"grounded_positives": 15,
"missed_positives": 5,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.75,
"f1": 0.8571,
"accuracy": 0.8333
},
{
"threshold": 0.67,
"answered_positives": 15,
"grounded_positives": 14,
"missed_positives": 5,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.7,
"f1": 0.8235,
"accuracy": 0.8333
},
{
"threshold": 0.68,
"answered_positives": 15,
"grounded_positives": 14,
"missed_positives": 5,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.7,
"f1": 0.8235,
"accuracy": 0.8333
},
{
"threshold": 0.69,
"answered_positives": 13,
"grounded_positives": 13,
"missed_positives": 7,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.65,
"f1": 0.7879,
"accuracy": 0.7667
},
{
"threshold": 0.7,
"answered_positives": 13,
"grounded_positives": 13,
"missed_positives": 7,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.65,
"f1": 0.7879,
"accuracy": 0.7667
},
{
"threshold": 0.71,
"answered_positives": 13,
"grounded_positives": 13,
"missed_positives": 7,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.65,
"f1": 0.7879,
"accuracy": 0.7667
},
{
"threshold": 0.72,
"answered_positives": 13,
"grounded_positives": 13,
"missed_positives": 7,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.65,
"f1": 0.7879,
"accuracy": 0.7667
},
{
"threshold": 0.73,
"answered_positives": 13,
"grounded_positives": 13,
"missed_positives": 7,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.65,
"f1": 0.7879,
"accuracy": 0.7667
},
{
"threshold": 0.74,
"answered_positives": 12,
"grounded_positives": 11,
"missed_positives": 8,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.55,
"f1": 0.7097,
"accuracy": 0.7333
},
{
"threshold": 0.75,
"answered_positives": 12,
"grounded_positives": 11,
"missed_positives": 8,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.55,
"f1": 0.7097,
"accuracy": 0.7333
},
{
"threshold": 0.76,
"answered_positives": 10,
"grounded_positives": 8,
"missed_positives": 10,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.4,
"f1": 0.5714,
"accuracy": 0.6667
},
{
"threshold": 0.77,
"answered_positives": 9,
"grounded_positives": 7,
"missed_positives": 11,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.35,
"f1": 0.5185,
"accuracy": 0.6333
},
{
"threshold": 0.78,
"answered_positives": 7,
"grounded_positives": 6,
"missed_positives": 13,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.3,
"f1": 0.4615,
"accuracy": 0.5667
},
{
"threshold": 0.79,
"answered_positives": 6,
"grounded_positives": 4,
"missed_positives": 14,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.2,
"f1": 0.3333,
"accuracy": 0.5333
},
{
"threshold": 0.8,
"answered_positives": 5,
"grounded_positives": 4,
"missed_positives": 15,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.2,
"f1": 0.3333,
"accuracy": 0.5
},
{
"threshold": 0.81,
"answered_positives": 2,
"grounded_positives": 2,
"missed_positives": 18,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.1,
"f1": 0.1818,
"accuracy": 0.4
},
{
"threshold": 0.82,
"answered_positives": 2,
"grounded_positives": 2,
"missed_positives": 18,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.1,
"f1": 0.1818,
"accuracy": 0.4
},
{
"threshold": 0.83,
"answered_positives": 2,
"grounded_positives": 2,
"missed_positives": 18,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 1.0,
"recall": 0.1,
"f1": 0.1818,
"accuracy": 0.4
},
{
"threshold": 0.84,
"answered_positives": 1,
"grounded_positives": 0,
"missed_positives": 19,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 0.0,
"recall": 0.0,
"f1": 0.0,
"accuracy": 0.3667
},
{
"threshold": 0.85,
"answered_positives": 1,
"grounded_positives": 0,
"missed_positives": 19,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 0.0,
"recall": 0.0,
"f1": 0.0,
"accuracy": 0.3667
},
{
"threshold": 0.86,
"answered_positives": 1,
"grounded_positives": 0,
"missed_positives": 19,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 0.0,
"recall": 0.0,
"f1": 0.0,
"accuracy": 0.3667
},
{
"threshold": 0.87,
"answered_positives": 1,
"grounded_positives": 0,
"missed_positives": 19,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 0.0,
"recall": 0.0,
"f1": 0.0,
"accuracy": 0.3667
},
{
"threshold": 0.88,
"answered_positives": 0,
"grounded_positives": 0,
"missed_positives": 20,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 0.0,
"recall": 0.0,
"f1": 0.0,
"accuracy": 0.3333
},
{
"threshold": 0.89,
"answered_positives": 0,
"grounded_positives": 0,
"missed_positives": 20,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 0.0,
"recall": 0.0,
"f1": 0.0,
"accuracy": 0.3333
},
{
"threshold": 0.9,
"answered_positives": 0,
"grounded_positives": 0,
"missed_positives": 20,
"false_answers_on_negatives": 0,
"correct_refusals": 10,
"precision": 0.0,
"recall": 0.0,
"f1": 0.0,
"accuracy": 0.3333
}
],
"rag_probe": []
}