cancer stringlengths 4 10 | model stringlengths 11 27 | mean float64 58.7 97.8 | sd float64 1.3 16.5 ⌀ | n int64 11 58 | stability stringclasses 3
values | url stringlengths 28 55 | runs listlengths 0 36 | verified bool 2
classes | tier stringclasses 3
values | note stringclasses 5
values | benchmark stringclasses 1
value | date timestamp[s]date 2026-08-10 00:00:00 2026-08-10 00:00:00 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Thyroid | GLM-5V-Turbo (API) | 91.8 | null | 20 | null | /benchmark-repeats/thyroid-2 | [] | false | proxy | null | null | null |
Thyroid | GLM-5.2 (API) | 81.7 | 4.4 | 20 | Stable | /benchmark-repeats/comprehensive-clinical-llm-benchmark | [] | false | proxy | null | null | null |
Thyroid | DeepSeek R1 (API) | 88.3 | null | 20 | null | /benchmark-repeats/thyroid-r1-20runs | [] | false | proxy | null | null | null |
Thyroid | DeepSeek Quick (Web) | 62.3 | 7.9 | 20 | Moderate | /benchmark-repeats/thyroid-deepseek-quick-vs-r1 | [] | false | proxy | null | null | null |
Lung | GLM-5.2 (API) | 91.5 | 4.3 | 13 | Stable | /benchmark-repeats/comprehensive-clinical-llm-benchmark | [
95.6,
90,
85.6,
90,
95.6,
100,
91.1,
90,
94.4,
85.6,
86.7,
94.4,
90
] | false | proxy | null | null | null |
Lung | DeepSeek Quick (Web) | 78.5 | 16.5 | 20 | Unstable | /benchmark-repeats/lung-deepseek-quick-20runs | [] | false | proxy | null | null | null |
Colorectal | GLM-5.2 (API) | 77.6 | 6.1 | 58 | Moderate | /benchmark-repeats/comprehensive-clinical-llm-benchmark | [] | false | proxy | null | null | null |
Colorectal | GLM-4-Flash (API) | 58.7 | null | 20 | null | /benchmark-repeats/colorectal-cancer-1 | [] | false | proxy | null | null | null |
Liver | GLM-5.2 (API) | 89.6 | 1.3 | 20 | Stable | /benchmark-repeats/comprehensive-clinical-llm-benchmark | [] | false | proxy | null | null | null |
Gastric | GLM-5.2 (API) | 89.3 | 2.9 | 11 | Stable | /benchmark-repeats/comprehensive-clinical-llm-benchmark | [] | false | proxy | null | null | null |
Cervical | GLM-5.2 (API) | 84.5 | 4.6 | 20 | Stable | /benchmark-repeats/comprehensive-clinical-llm-benchmark | [] | false | proxy | null | null | null |
Esophageal | DeepSeek V4 Flash (API) | 97.1 | 3.01 | 20 | Stable | /benchmark-repeats/esophageal-cancer-1 | [
91,
91,
92,
95,
95,
96,
96,
96,
97,
97,
98,
98,
100,
100,
100,
100,
100,
100,
100,
100
] | false | proxy | null | null | null |
Pancreatic | DeepSeek V4 Flash (API) | 95.2 | 2.36 | 20 | Stable | /benchmark-repeats/pancreatic-cancer-1 | [
90,
92,
92,
94,
94,
94,
94,
95,
95,
95,
96,
96,
96,
96,
96,
96,
96,
98,
100,
100
] | false | proxy | null | null | null |
Prostate | DeepSeek V4 Flash (API) | 97.8 | 2.68 | 20 | Stable | /benchmark-repeats/prostate-cancer-1 | [
92,
92,
96,
96,
96,
96,
96,
96,
96,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100
] | false | proxy | null | null | null |
Ovarian | DeepSeek V4 Flash (API) | 97.2 | 2.04 | 20 | Stable | /benchmark-repeats/ovarian-cancer-1 | [
94,
94,
94,
96,
96,
96,
96,
96,
96,
96,
98,
98,
98,
98,
98,
100,
100,
100,
100,
100
] | false | proxy | null | null | null |
Esophageal | Gemini 3.1 Flash Lite (API) | 94.6 | 3.4 | 20 | Stable | /benchmark-repeats/esophageal-cancer-2 | [
93,
100,
95,
94,
100,
90,
97,
97,
90,
90,
95,
100,
95,
100,
93,
95,
92,
93,
90,
93
] | false | proxy | null | null | null |
Pancreatic | Gemini 3.1 Flash Lite (API) | 93 | 3.61 | 20 | Stable | /benchmark-repeats/pancreatic-cancer-gemini-flash-lite | [
100,
91,
91,
90,
94,
96,
95,
91,
100,
92,
90,
96,
90,
90,
85,
91,
96,
91,
94,
96
] | false | proxy | null | null | null |
Prostate | Gemini 3.1 Flash Lite (API) | 96 | 3.58 | 20 | Stable | /benchmark-repeats/prostate-cancer-gemini-flash-lite | [
92,
92,
96,
96,
92,
100,
92,
100,
100,
100,
96,
100,
92,
96,
100,
92,
100,
100,
92,
92
] | false | proxy | null | null | null |
Breast | DeepSeek V4 Flash (API) | 90.5 | 3.2 | 20 | Stable | /benchmark-repeats/deepseek-v4pro-vs-flash | [] | false | proxy | null | null | null |
Breast | DeepSeek V4 Pro (API) | 94.2 | 5.58 | 20 | Moderate | /benchmark-repeats/breast-deepseek-v4-pro | [
98,
86,
86,
98,
98,
98,
98,
86,
98,
94,
86,
98,
98,
98,
86,
86,
98,
98,
98,
98
] | true | staging-verified | Staging item (1.1) LLM-judge verified (current 16-item rubric); treatment items (2.1/2.2/3.2) and surgery (1.2) surgeon-final-signed 2026-08-10. Historical row 85.6 (old rubric) kept separately. | current-rubric-surgeon-signed | 2026-08-10T00:00:00 |
Breast | Agnes-2.0-flash (API) | 86.6 | null | 20 | null | /benchmark-repeats/agnes-vs-deepseek | [] | false | proxy | null | null | null |
Breast | DeepSeek Quick (Web) | 83.2 | 2.63 | 20 | Stable | /benchmark-repeats/breast-deepseek-quick | [
82,
86,
82,
86,
86,
82,
82,
82,
82,
86,
82,
86,
82,
82,
86,
82,
78,
78,
86,
86
] | true | surgeon-verified | Staging item (1.1) LLM-judge verified (current 16-item rubric); treatment items (2.1/2.2/3.2) and surgery (1.2) surgeon-final-signed 2026-08-10. Updated 2026-08-10 from proxy 95.2. | current-rubric-surgeon-signed | null |
Breast | GLM-5.2 (API) | 85.7 | 3.5 | 36 | Stable | /benchmark-repeats/breast-glm-5-2 | [
86,
86,
86,
86,
82,
98,
86,
86,
82,
86,
82,
86,
86,
86,
98,
86,
82,
86,
86,
86,
82,
82,
86,
86,
82,
86,
86,
86,
86,
86,
86,
86,
82,
86,
82,
86
] | true | staging-verified | Staging item (1.1) LLM-judge verified (current 16-item rubric); treatment items (2.1/2.2/3.2) and surgery (1.2) surgeon-final-signed 2026-08-10. Distinct from multicancer GLM-5.2 row. | current-rubric-surgeon-signed | 2026-08-10T00:00:00 |
Breast | DeepSeek Web (Fast) | 69.8 | null | 20 | null | /benchmark-repeats/deepseek-20runs | [] | false | proxy | null | null | null |
Breast | GPT-5 (Web) | 84.9 | 8.52 | 20 | Moderate | /benchmark-repeats/gpt5-breast-web | [
86,
98,
82,
94,
94,
72,
86,
86,
86,
86,
72,
98,
86,
72,
76,
86,
72,
86,
98,
82
] | true | surgeon-verified | Surgeon-final-signed correction (gold=pT1a, 2026-08-10). Keyword-proxy 98.4 overstated: 15/20 mis-staged pT1a→pT1b, 5/20 wrong chemo for Luminal A. | null | null |
Breast | Zhipu (API) | 84.8 | 1.91 | 16 | Stable | /benchmark-repeats/breast-zhipu | [
82,
86,
82,
82,
86,
86,
86,
86,
86,
86,
86,
86,
82,
86,
82,
86
] | true | staging-verified | Staging item (1.1) LLM-judge verified (current 16-item rubric); treatment items (2.1/2.2/3.2) and surgery (1.2) surgeon-final-signed 2026-08-10. New page (no prior published page). | current-rubric-surgeon-signed | 2026-08-10T00:00:00 |
Breast | Zhipu-5.2 (API) | 87 | 4.47 | 20 | Stable | /benchmark-repeats/breast-zhipu-5-2 | [
86,
86,
86,
86,
86,
86,
82,
98,
94,
86,
86,
82,
86,
82,
86,
86,
86,
86,
98,
86
] | true | staging-verified | Staging item (1.1) LLM-judge verified (current 16-item rubric); treatment items (2.1/2.2/3.2) and surgery (1.2) surgeon-final-signed 2026-08-10. New page (no prior published page). | current-rubric-surgeon-signed | 2026-08-10T00:00:00 |
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