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data/hal/hal-corebench-hard/google/gemini-2-0-flash/8a38ef83-6d02-41a9-9704-afa0030f2e74.json
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data/hal/hal-corebench-hard/google/gemini-2-0-flash/d29be728-03d9-469b-8391-315f3b29be64.json
ADDED
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"is_pareto": "False",
|
| 85 |
+
"total_cost_usd": "12.46"
|
| 86 |
+
}
|
| 87 |
+
}
|
| 88 |
+
}
|
| 89 |
+
]
|
| 90 |
+
}
|
data/hal/hal-corebench-hard/google/gemini-2-5-pro-preview/9f27a8a5-a3ba-442d-ac1e-6899ce407cb6.json
ADDED
|
@@ -0,0 +1,90 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-corebench-hard/core-agent/gemini-2-5-pro-preview-march-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — CORE-Bench Hard",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "corebench_hard"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Gemini 2.5 Pro Preview (March 2025)",
|
| 23 |
+
"id": "google/gemini-2.5-pro-preview",
|
| 24 |
+
"developer": "google",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Gemini 2.5 Pro Preview (March 2025)",
|
| 27 |
+
"agent_scaffold": "CORE-Agent",
|
| 28 |
+
"benchmark": "CORE-Bench Hard",
|
| 29 |
+
"total_cost_usd": "182.34"
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "CORE-Bench Hard",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "CORE-Bench Hard",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://github.com/siegelz/core-bench",
|
| 40 |
+
"https://hal.cs.princeton.edu/corebench_hard"
|
| 41 |
+
]
|
| 42 |
+
},
|
| 43 |
+
"metric_config": {
|
| 44 |
+
"evaluation_description": "Fraction of CORE-Bench Hard tasks solved (0.0–1.0)",
|
| 45 |
+
"lower_is_better": false,
|
| 46 |
+
"score_type": "continuous",
|
| 47 |
+
"min_score": 0.0,
|
| 48 |
+
"max_score": 1.0
|
| 49 |
+
},
|
| 50 |
+
"score_details": {
|
| 51 |
+
"score": 0.2222,
|
| 52 |
+
"details": {
|
| 53 |
+
"accuracy_raw": "22.22%"
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"generation_config": {
|
| 57 |
+
"generation_args": {
|
| 58 |
+
"agentic_eval_config": {
|
| 59 |
+
"available_tools": [
|
| 60 |
+
{
|
| 61 |
+
"name": "bash",
|
| 62 |
+
"description": "Execute shell commands"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"name": "python",
|
| 66 |
+
"description": "Execute Python code"
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"name": "read_file",
|
| 70 |
+
"description": "Read files from the filesystem"
|
| 71 |
+
},
|
| 72 |
+
{
|
| 73 |
+
"name": "write_file",
|
| 74 |
+
"description": "Write files to the filesystem"
|
| 75 |
+
}
|
| 76 |
+
]
|
| 77 |
+
}
|
| 78 |
+
},
|
| 79 |
+
"additional_details": {
|
| 80 |
+
"agent_scaffold": "CORE-Agent",
|
| 81 |
+
"hal_rank": "32",
|
| 82 |
+
"runs": "1",
|
| 83 |
+
"verified": "True",
|
| 84 |
+
"is_pareto": "False",
|
| 85 |
+
"total_cost_usd": "182.34"
|
| 86 |
+
}
|
| 87 |
+
}
|
| 88 |
+
}
|
| 89 |
+
]
|
| 90 |
+
}
|
data/hal/hal-corebench-hard/google/gemini-2-5-pro-preview/aed94b31-106b-412e-8c68-0b5db72b5a38.json
ADDED
|
@@ -0,0 +1,90 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-corebench-hard/hal-generalist-agent/gemini-2-5-pro-preview-march-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — CORE-Bench Hard",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "corebench_hard"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Gemini 2.5 Pro Preview (March 2025)",
|
| 23 |
+
"id": "google/gemini-2.5-pro-preview",
|
| 24 |
+
"developer": "google",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Gemini 2.5 Pro Preview (March 2025)",
|
| 27 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 28 |
+
"benchmark": "CORE-Bench Hard",
|
| 29 |
+
"total_cost_usd": "30.38"
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "CORE-Bench Hard",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "CORE-Bench Hard",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://github.com/siegelz/core-bench",
|
| 40 |
+
"https://hal.cs.princeton.edu/corebench_hard"
|
| 41 |
+
]
|
| 42 |
+
},
|
| 43 |
+
"metric_config": {
|
| 44 |
+
"evaluation_description": "Fraction of CORE-Bench Hard tasks solved (0.0–1.0)",
|
| 45 |
+
"lower_is_better": false,
|
| 46 |
+
"score_type": "continuous",
|
| 47 |
+
"min_score": 0.0,
|
| 48 |
+
"max_score": 1.0
|
| 49 |
+
},
|
| 50 |
+
"score_details": {
|
| 51 |
+
"score": 0.0444,
|
| 52 |
+
"details": {
|
| 53 |
+
"accuracy_raw": "4.44%"
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"generation_config": {
|
| 57 |
+
"generation_args": {
|
| 58 |
+
"agentic_eval_config": {
|
| 59 |
+
"available_tools": [
|
| 60 |
+
{
|
| 61 |
+
"name": "bash",
|
| 62 |
+
"description": "Execute shell commands"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"name": "python",
|
| 66 |
+
"description": "Execute Python code"
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"name": "read_file",
|
| 70 |
+
"description": "Read files from the filesystem"
|
| 71 |
+
},
|
| 72 |
+
{
|
| 73 |
+
"name": "write_file",
|
| 74 |
+
"description": "Write files to the filesystem"
|
| 75 |
+
}
|
| 76 |
+
]
|
| 77 |
+
}
|
| 78 |
+
},
|
| 79 |
+
"additional_details": {
|
| 80 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 81 |
+
"hal_rank": "49",
|
| 82 |
+
"runs": "1",
|
| 83 |
+
"verified": "True",
|
| 84 |
+
"is_pareto": "False",
|
| 85 |
+
"total_cost_usd": "30.38"
|
| 86 |
+
}
|
| 87 |
+
}
|
| 88 |
+
}
|
| 89 |
+
]
|
| 90 |
+
}
|
data/hal/hal-corebench-hard/google/gemini-3-pro-preview/13298409-7c58-494c-ad1d-730c4c43fac4.json
ADDED
|
@@ -0,0 +1,91 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-corebench-hard/hal-generalist-agent/gemini-3-pro-preview-high-november-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — CORE-Bench Hard",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "corebench_hard"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Gemini 3 Pro Preview High (November 2025)",
|
| 23 |
+
"id": "google/gemini-3-pro-preview",
|
| 24 |
+
"developer": "google",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Gemini 3 Pro Preview High (November 2025)",
|
| 27 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 28 |
+
"benchmark": "CORE-Bench Hard",
|
| 29 |
+
"inference_effort": "high",
|
| 30 |
+
"total_cost_usd": "101.27"
|
| 31 |
+
}
|
| 32 |
+
},
|
| 33 |
+
"evaluation_results": [
|
| 34 |
+
{
|
| 35 |
+
"evaluation_name": "CORE-Bench Hard",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "CORE-Bench Hard",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://github.com/siegelz/core-bench",
|
| 41 |
+
"https://hal.cs.princeton.edu/corebench_hard"
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"metric_config": {
|
| 45 |
+
"evaluation_description": "Fraction of CORE-Bench Hard tasks solved (0.0–1.0)",
|
| 46 |
+
"lower_is_better": false,
|
| 47 |
+
"score_type": "continuous",
|
| 48 |
+
"min_score": 0.0,
|
| 49 |
+
"max_score": 1.0
|
| 50 |
+
},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.3556,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "35.56%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
+
"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
+
{
|
| 62 |
+
"name": "bash",
|
| 63 |
+
"description": "Execute shell commands"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "python",
|
| 67 |
+
"description": "Execute Python code"
|
| 68 |
+
},
|
| 69 |
+
{
|
| 70 |
+
"name": "read_file",
|
| 71 |
+
"description": "Read files from the filesystem"
|
| 72 |
+
},
|
| 73 |
+
{
|
| 74 |
+
"name": "write_file",
|
| 75 |
+
"description": "Write files to the filesystem"
|
| 76 |
+
}
|
| 77 |
+
]
|
| 78 |
+
}
|
| 79 |
+
},
|
| 80 |
+
"additional_details": {
|
| 81 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 82 |
+
"hal_rank": "15",
|
| 83 |
+
"runs": "1",
|
| 84 |
+
"verified": "True",
|
| 85 |
+
"is_pareto": "False",
|
| 86 |
+
"total_cost_usd": "101.27"
|
| 87 |
+
}
|
| 88 |
+
}
|
| 89 |
+
}
|
| 90 |
+
]
|
| 91 |
+
}
|
data/hal/hal-corebench-hard/google/gemini-3-pro-preview/3218ba8b-50c5-4a95-9129-3f4ba9963073.json
ADDED
|
@@ -0,0 +1,91 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-corebench-hard/core-agent/gemini-3-pro-preview-high-november-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — CORE-Bench Hard",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "corebench_hard"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Gemini 3 Pro Preview High (November 2025)",
|
| 23 |
+
"id": "google/gemini-3-pro-preview",
|
| 24 |
+
"developer": "google",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Gemini 3 Pro Preview High (November 2025)",
|
| 27 |
+
"agent_scaffold": "CORE-Agent",
|
| 28 |
+
"benchmark": "CORE-Bench Hard",
|
| 29 |
+
"inference_effort": "high",
|
| 30 |
+
"total_cost_usd": "86.6"
|
| 31 |
+
}
|
| 32 |
+
},
|
| 33 |
+
"evaluation_results": [
|
| 34 |
+
{
|
| 35 |
+
"evaluation_name": "CORE-Bench Hard",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "CORE-Bench Hard",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://github.com/siegelz/core-bench",
|
| 41 |
+
"https://hal.cs.princeton.edu/corebench_hard"
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"metric_config": {
|
| 45 |
+
"evaluation_description": "Fraction of CORE-Bench Hard tasks solved (0.0–1.0)",
|
| 46 |
+
"lower_is_better": false,
|
| 47 |
+
"score_type": "continuous",
|
| 48 |
+
"min_score": 0.0,
|
| 49 |
+
"max_score": 1.0
|
| 50 |
+
},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.4,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "40.00%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
+
"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
+
{
|
| 62 |
+
"name": "bash",
|
| 63 |
+
"description": "Execute shell commands"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "python",
|
| 67 |
+
"description": "Execute Python code"
|
| 68 |
+
},
|
| 69 |
+
{
|
| 70 |
+
"name": "read_file",
|
| 71 |
+
"description": "Read files from the filesystem"
|
| 72 |
+
},
|
| 73 |
+
{
|
| 74 |
+
"name": "write_file",
|
| 75 |
+
"description": "Write files to the filesystem"
|
| 76 |
+
}
|
| 77 |
+
]
|
| 78 |
+
}
|
| 79 |
+
},
|
| 80 |
+
"additional_details": {
|
| 81 |
+
"agent_scaffold": "CORE-Agent",
|
| 82 |
+
"hal_rank": "10",
|
| 83 |
+
"runs": "1",
|
| 84 |
+
"verified": "True",
|
| 85 |
+
"is_pareto": "False",
|
| 86 |
+
"total_cost_usd": "86.6"
|
| 87 |
+
}
|
| 88 |
+
}
|
| 89 |
+
}
|
| 90 |
+
]
|
| 91 |
+
}
|
data/hal/hal-corebench-hard/openai/o3/5c1e72c5-d636-472a-bd0a-1503bfc293c6.json
ADDED
|
@@ -0,0 +1,91 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-corebench-hard/hal-generalist-agent/o3-medium-april-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — CORE-Bench Hard",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "corebench_hard"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "o3 Medium (April 2025)",
|
| 23 |
+
"id": "openai/o3",
|
| 24 |
+
"developer": "openai",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "o3 Medium (April 2025)",
|
| 27 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 28 |
+
"benchmark": "CORE-Bench Hard",
|
| 29 |
+
"inference_effort": "medium",
|
| 30 |
+
"total_cost_usd": "88.34"
|
| 31 |
+
}
|
| 32 |
+
},
|
| 33 |
+
"evaluation_results": [
|
| 34 |
+
{
|
| 35 |
+
"evaluation_name": "CORE-Bench Hard",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "CORE-Bench Hard",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://github.com/siegelz/core-bench",
|
| 41 |
+
"https://hal.cs.princeton.edu/corebench_hard"
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"metric_config": {
|
| 45 |
+
"evaluation_description": "Fraction of CORE-Bench Hard tasks solved (0.0–1.0)",
|
| 46 |
+
"lower_is_better": false,
|
| 47 |
+
"score_type": "continuous",
|
| 48 |
+
"min_score": 0.0,
|
| 49 |
+
"max_score": 1.0
|
| 50 |
+
},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.2222,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "22.22%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
+
"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
+
{
|
| 62 |
+
"name": "bash",
|
| 63 |
+
"description": "Execute shell commands"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "python",
|
| 67 |
+
"description": "Execute Python code"
|
| 68 |
+
},
|
| 69 |
+
{
|
| 70 |
+
"name": "read_file",
|
| 71 |
+
"description": "Read files from the filesystem"
|
| 72 |
+
},
|
| 73 |
+
{
|
| 74 |
+
"name": "write_file",
|
| 75 |
+
"description": "Write files to the filesystem"
|
| 76 |
+
}
|
| 77 |
+
]
|
| 78 |
+
}
|
| 79 |
+
},
|
| 80 |
+
"additional_details": {
|
| 81 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 82 |
+
"hal_rank": "31",
|
| 83 |
+
"runs": "1",
|
| 84 |
+
"verified": "True",
|
| 85 |
+
"is_pareto": "False",
|
| 86 |
+
"total_cost_usd": "88.34"
|
| 87 |
+
}
|
| 88 |
+
}
|
| 89 |
+
}
|
| 90 |
+
]
|
| 91 |
+
}
|
data/hal/hal-scicode/anthropic/claude-3-7-sonnet-20250219/3141cecd-3ac9-4c6c-b824-7117d9db54f2.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/scicode-zero-shot-agent/claude-3-7-sonnet-february-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Claude-3.7 Sonnet (February 2025)",
|
| 23 |
+
"id": "anthropic/claude-3-7-sonnet-20250219",
|
| 24 |
+
"developer": "anthropic",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Claude-3.7 Sonnet (February 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Zero Shot Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"total_cost_usd": "5.1"
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "Scicode",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "Scicode",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://scicode-bench.github.io",
|
| 40 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 41 |
+
]
|
| 42 |
+
},
|
| 43 |
+
"metric_config": {
|
| 44 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 45 |
+
"lower_is_better": false,
|
| 46 |
+
"score_type": "continuous",
|
| 47 |
+
"min_score": 0.0,
|
| 48 |
+
"max_score": 1.0
|
| 49 |
+
},
|
| 50 |
+
"score_details": {
|
| 51 |
+
"score": 0.0,
|
| 52 |
+
"details": {
|
| 53 |
+
"accuracy_raw": "0.00%"
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"generation_config": {
|
| 57 |
+
"generation_args": {
|
| 58 |
+
"agentic_eval_config": {
|
| 59 |
+
"available_tools": [
|
| 60 |
+
{
|
| 61 |
+
"name": "python",
|
| 62 |
+
"description": "Execute Python code for scientific computation"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"name": "bash",
|
| 66 |
+
"description": "Execute shell commands"
|
| 67 |
+
}
|
| 68 |
+
]
|
| 69 |
+
}
|
| 70 |
+
},
|
| 71 |
+
"additional_details": {
|
| 72 |
+
"agent_scaffold": "Scicode Zero Shot Agent",
|
| 73 |
+
"hal_rank": "27",
|
| 74 |
+
"runs": "1",
|
| 75 |
+
"verified": "True",
|
| 76 |
+
"is_pareto": "False",
|
| 77 |
+
"total_cost_usd": "5.1"
|
| 78 |
+
}
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
]
|
| 82 |
+
}
|
data/hal/hal-scicode/anthropic/claude-3-7-sonnet-20250219/6cc764ce-bb7c-4586-a427-c2f124bd960a.json
ADDED
|
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/scicode-zero-shot-agent/claude-3-7-sonnet-high-february-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Claude-3.7 Sonnet High (February 2025)",
|
| 23 |
+
"id": "anthropic/claude-3-7-sonnet-20250219",
|
| 24 |
+
"developer": "anthropic",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Claude-3.7 Sonnet High (February 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Zero Shot Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"inference_effort": "high",
|
| 30 |
+
"total_cost_usd": "4.99"
|
| 31 |
+
}
|
| 32 |
+
},
|
| 33 |
+
"evaluation_results": [
|
| 34 |
+
{
|
| 35 |
+
"evaluation_name": "Scicode",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "Scicode",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://scicode-bench.github.io",
|
| 41 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"metric_config": {
|
| 45 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 46 |
+
"lower_is_better": false,
|
| 47 |
+
"score_type": "continuous",
|
| 48 |
+
"min_score": 0.0,
|
| 49 |
+
"max_score": 1.0
|
| 50 |
+
},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.0308,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "3.08%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
+
"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
+
{
|
| 62 |
+
"name": "python",
|
| 63 |
+
"description": "Execute Python code for scientific computation"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "bash",
|
| 67 |
+
"description": "Execute shell commands"
|
| 68 |
+
}
|
| 69 |
+
]
|
| 70 |
+
}
|
| 71 |
+
},
|
| 72 |
+
"additional_details": {
|
| 73 |
+
"agent_scaffold": "Scicode Zero Shot Agent",
|
| 74 |
+
"hal_rank": "14",
|
| 75 |
+
"runs": "1",
|
| 76 |
+
"verified": "True",
|
| 77 |
+
"is_pareto": "False",
|
| 78 |
+
"total_cost_usd": "4.99"
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
}
|
| 82 |
+
]
|
| 83 |
+
}
|
data/hal/hal-scicode/anthropic/claude-3-7-sonnet-20250219/bcdfc0d9-e4be-49a5-91ab-a661c37d7949.json
ADDED
|
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/scicode-tool-calling-agent/claude-3-7-sonnet-high-february-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Claude-3.7 Sonnet High (February 2025)",
|
| 23 |
+
"id": "anthropic/claude-3-7-sonnet-20250219",
|
| 24 |
+
"developer": "anthropic",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Claude-3.7 Sonnet High (February 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"inference_effort": "high",
|
| 30 |
+
"total_cost_usd": "204.37"
|
| 31 |
+
}
|
| 32 |
+
},
|
| 33 |
+
"evaluation_results": [
|
| 34 |
+
{
|
| 35 |
+
"evaluation_name": "Scicode",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "Scicode",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://scicode-bench.github.io",
|
| 41 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"metric_config": {
|
| 45 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 46 |
+
"lower_is_better": false,
|
| 47 |
+
"score_type": "continuous",
|
| 48 |
+
"min_score": 0.0,
|
| 49 |
+
"max_score": 1.0
|
| 50 |
+
},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.0462,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "4.62%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
+
"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
+
{
|
| 62 |
+
"name": "python",
|
| 63 |
+
"description": "Execute Python code for scientific computation"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "bash",
|
| 67 |
+
"description": "Execute shell commands"
|
| 68 |
+
}
|
| 69 |
+
]
|
| 70 |
+
}
|
| 71 |
+
},
|
| 72 |
+
"additional_details": {
|
| 73 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 74 |
+
"hal_rank": "12",
|
| 75 |
+
"runs": "1",
|
| 76 |
+
"verified": "True",
|
| 77 |
+
"is_pareto": "False",
|
| 78 |
+
"total_cost_usd": "204.37"
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
}
|
| 82 |
+
]
|
| 83 |
+
}
|
data/hal/hal-scicode/anthropic/claude-3-7-sonnet-20250219/c048e673-08f1-4fa7-a888-57c855f7d247.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/hal-generalist-agent/claude-3-7-sonnet-february-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Claude-3.7 Sonnet (February 2025)",
|
| 23 |
+
"id": "anthropic/claude-3-7-sonnet-20250219",
|
| 24 |
+
"developer": "anthropic",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Claude-3.7 Sonnet (February 2025)",
|
| 27 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"total_cost_usd": "60.4"
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "Scicode",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "Scicode",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://scicode-bench.github.io",
|
| 40 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 41 |
+
]
|
| 42 |
+
},
|
| 43 |
+
"metric_config": {
|
| 44 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 45 |
+
"lower_is_better": false,
|
| 46 |
+
"score_type": "continuous",
|
| 47 |
+
"min_score": 0.0,
|
| 48 |
+
"max_score": 1.0
|
| 49 |
+
},
|
| 50 |
+
"score_details": {
|
| 51 |
+
"score": 0.0308,
|
| 52 |
+
"details": {
|
| 53 |
+
"accuracy_raw": "3.08%"
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"generation_config": {
|
| 57 |
+
"generation_args": {
|
| 58 |
+
"agentic_eval_config": {
|
| 59 |
+
"available_tools": [
|
| 60 |
+
{
|
| 61 |
+
"name": "python",
|
| 62 |
+
"description": "Execute Python code for scientific computation"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"name": "bash",
|
| 66 |
+
"description": "Execute shell commands"
|
| 67 |
+
}
|
| 68 |
+
]
|
| 69 |
+
}
|
| 70 |
+
},
|
| 71 |
+
"additional_details": {
|
| 72 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 73 |
+
"hal_rank": "15",
|
| 74 |
+
"runs": "1",
|
| 75 |
+
"verified": "True",
|
| 76 |
+
"is_pareto": "False",
|
| 77 |
+
"total_cost_usd": "60.4"
|
| 78 |
+
}
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
]
|
| 82 |
+
}
|
data/hal/hal-scicode/anthropic/claude-3-7-sonnet-20250219/c7f43897-0023-48a9-a6db-bf9feff9ac18.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/scicode-tool-calling-agent/claude-3-7-sonnet-february-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Claude-3.7 Sonnet (February 2025)",
|
| 23 |
+
"id": "anthropic/claude-3-7-sonnet-20250219",
|
| 24 |
+
"developer": "anthropic",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Claude-3.7 Sonnet (February 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"total_cost_usd": "191.41"
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "Scicode",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "Scicode",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://scicode-bench.github.io",
|
| 40 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 41 |
+
]
|
| 42 |
+
},
|
| 43 |
+
"metric_config": {
|
| 44 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 45 |
+
"lower_is_better": false,
|
| 46 |
+
"score_type": "continuous",
|
| 47 |
+
"min_score": 0.0,
|
| 48 |
+
"max_score": 1.0
|
| 49 |
+
},
|
| 50 |
+
"score_details": {
|
| 51 |
+
"score": 0.0308,
|
| 52 |
+
"details": {
|
| 53 |
+
"accuracy_raw": "3.08%"
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"generation_config": {
|
| 57 |
+
"generation_args": {
|
| 58 |
+
"agentic_eval_config": {
|
| 59 |
+
"available_tools": [
|
| 60 |
+
{
|
| 61 |
+
"name": "python",
|
| 62 |
+
"description": "Execute Python code for scientific computation"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"name": "bash",
|
| 66 |
+
"description": "Execute shell commands"
|
| 67 |
+
}
|
| 68 |
+
]
|
| 69 |
+
}
|
| 70 |
+
},
|
| 71 |
+
"additional_details": {
|
| 72 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 73 |
+
"hal_rank": "19",
|
| 74 |
+
"runs": "1",
|
| 75 |
+
"verified": "True",
|
| 76 |
+
"is_pareto": "False",
|
| 77 |
+
"total_cost_usd": "191.41"
|
| 78 |
+
}
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
]
|
| 82 |
+
}
|
data/hal/hal-scicode/anthropic/claude-3-7-sonnet-20250219/e42eb5c3-78ef-436f-ab60-95077690ca9b.json
ADDED
|
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/hal-generalist-agent/claude-3-7-sonnet-high-february-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Claude-3.7 Sonnet High (February 2025)",
|
| 23 |
+
"id": "anthropic/claude-3-7-sonnet-20250219",
|
| 24 |
+
"developer": "anthropic",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Claude-3.7 Sonnet High (February 2025)",
|
| 27 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"inference_effort": "high",
|
| 30 |
+
"total_cost_usd": "188.15"
|
| 31 |
+
}
|
| 32 |
+
},
|
| 33 |
+
"evaluation_results": [
|
| 34 |
+
{
|
| 35 |
+
"evaluation_name": "Scicode",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "Scicode",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://scicode-bench.github.io",
|
| 41 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"metric_config": {
|
| 45 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 46 |
+
"lower_is_better": false,
|
| 47 |
+
"score_type": "continuous",
|
| 48 |
+
"min_score": 0.0,
|
| 49 |
+
"max_score": 1.0
|
| 50 |
+
},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.0308,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "3.08%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
+
"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
+
{
|
| 62 |
+
"name": "python",
|
| 63 |
+
"description": "Execute Python code for scientific computation"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "bash",
|
| 67 |
+
"description": "Execute shell commands"
|
| 68 |
+
}
|
| 69 |
+
]
|
| 70 |
+
}
|
| 71 |
+
},
|
| 72 |
+
"additional_details": {
|
| 73 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 74 |
+
"hal_rank": "18",
|
| 75 |
+
"runs": "1",
|
| 76 |
+
"verified": "True",
|
| 77 |
+
"is_pareto": "False",
|
| 78 |
+
"total_cost_usd": "188.15"
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
}
|
| 82 |
+
]
|
| 83 |
+
}
|
data/hal/hal-scicode/anthropic/claude-haiku-4-5/1e1e0498-3648-4cf2-8a31-9bebfe844cb7.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/scicode-tool-calling-agent/claude-haiku-4-5-october-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Claude Haiku 4.5 (October 2025)",
|
| 23 |
+
"id": "anthropic/claude-haiku-4.5",
|
| 24 |
+
"developer": "anthropic",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Claude Haiku 4.5 (October 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"total_cost_usd": "232.36"
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "Scicode",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "Scicode",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://scicode-bench.github.io",
|
| 40 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 41 |
+
]
|
| 42 |
+
},
|
| 43 |
+
"metric_config": {
|
| 44 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 45 |
+
"lower_is_better": false,
|
| 46 |
+
"score_type": "continuous",
|
| 47 |
+
"min_score": 0.0,
|
| 48 |
+
"max_score": 1.0
|
| 49 |
+
},
|
| 50 |
+
"score_details": {
|
| 51 |
+
"score": 0.0,
|
| 52 |
+
"details": {
|
| 53 |
+
"accuracy_raw": "0.00%"
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"generation_config": {
|
| 57 |
+
"generation_args": {
|
| 58 |
+
"agentic_eval_config": {
|
| 59 |
+
"available_tools": [
|
| 60 |
+
{
|
| 61 |
+
"name": "python",
|
| 62 |
+
"description": "Execute Python code for scientific computation"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"name": "bash",
|
| 66 |
+
"description": "Execute shell commands"
|
| 67 |
+
}
|
| 68 |
+
]
|
| 69 |
+
}
|
| 70 |
+
},
|
| 71 |
+
"additional_details": {
|
| 72 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 73 |
+
"hal_rank": "32",
|
| 74 |
+
"runs": "1",
|
| 75 |
+
"verified": "True",
|
| 76 |
+
"is_pareto": "False",
|
| 77 |
+
"total_cost_usd": "232.36"
|
| 78 |
+
}
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
]
|
| 82 |
+
}
|
data/hal/hal-scicode/anthropic/claude-opus-4-1/1630995e-74a4-4993-82f7-1d062f778bda.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/scicode-tool-calling-agent/claude-opus-4-1-august-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
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|
| 9 |
+
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
+
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|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Claude Opus 4.1 (August 2025)",
|
| 23 |
+
"id": "anthropic/claude-opus-4-1",
|
| 24 |
+
"developer": "anthropic",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Claude Opus 4.1 (August 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"total_cost_usd": "625.13"
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "Scicode",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "Scicode",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://scicode-bench.github.io",
|
| 40 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 41 |
+
]
|
| 42 |
+
},
|
| 43 |
+
"metric_config": {
|
| 44 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 45 |
+
"lower_is_better": false,
|
| 46 |
+
"score_type": "continuous",
|
| 47 |
+
"min_score": 0.0,
|
| 48 |
+
"max_score": 1.0
|
| 49 |
+
},
|
| 50 |
+
"score_details": {
|
| 51 |
+
"score": 0.0769,
|
| 52 |
+
"details": {
|
| 53 |
+
"accuracy_raw": "7.69%"
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"generation_config": {
|
| 57 |
+
"generation_args": {
|
| 58 |
+
"agentic_eval_config": {
|
| 59 |
+
"available_tools": [
|
| 60 |
+
{
|
| 61 |
+
"name": "python",
|
| 62 |
+
"description": "Execute Python code for scientific computation"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"name": "bash",
|
| 66 |
+
"description": "Execute shell commands"
|
| 67 |
+
}
|
| 68 |
+
]
|
| 69 |
+
}
|
| 70 |
+
},
|
| 71 |
+
"additional_details": {
|
| 72 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 73 |
+
"hal_rank": "3",
|
| 74 |
+
"runs": "1",
|
| 75 |
+
"verified": "True",
|
| 76 |
+
"is_pareto": "False",
|
| 77 |
+
"total_cost_usd": "625.13"
|
| 78 |
+
}
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
]
|
| 82 |
+
}
|
data/hal/hal-scicode/anthropic/claude-opus-4-1/21ec5b9d-3037-43db-abf5-9b95957d01e7.json
ADDED
|
@@ -0,0 +1,85 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
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"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/scicode-tool-calling-agent/claude-opus-4-1-high-august-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Claude Opus 4.1 High (August 2025)",
|
| 23 |
+
"id": "anthropic/claude-opus-4-1",
|
| 24 |
+
"developer": "anthropic",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Claude Opus 4.1 High (August 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"inference_effort": "high",
|
| 30 |
+
"total_cost_usd": "550.54"
|
| 31 |
+
}
|
| 32 |
+
},
|
| 33 |
+
"evaluation_results": [
|
| 34 |
+
{
|
| 35 |
+
"evaluation_name": "Scicode",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "Scicode",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://scicode-bench.github.io",
|
| 41 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"metric_config": {
|
| 45 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 46 |
+
"lower_is_better": false,
|
| 47 |
+
"score_type": "continuous",
|
| 48 |
+
"min_score": 0.0,
|
| 49 |
+
"max_score": 1.0
|
| 50 |
+
},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.0692,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "6.92%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
+
"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
+
{
|
| 62 |
+
"name": "python",
|
| 63 |
+
"description": "Execute Python code for scientific computation"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "bash",
|
| 67 |
+
"description": "Execute shell commands"
|
| 68 |
+
}
|
| 69 |
+
]
|
| 70 |
+
}
|
| 71 |
+
},
|
| 72 |
+
"additional_details": {
|
| 73 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 74 |
+
"hal_rank": "4",
|
| 75 |
+
"runs": "2",
|
| 76 |
+
"verified": "True",
|
| 77 |
+
"is_pareto": "False",
|
| 78 |
+
"total_cost_usd": "550.54",
|
| 79 |
+
"cost_confidence_interval": "-42.81/+42.81",
|
| 80 |
+
"accuracy_confidence_interval": "-0.77/+0.77"
|
| 81 |
+
}
|
| 82 |
+
}
|
| 83 |
+
}
|
| 84 |
+
]
|
| 85 |
+
}
|
data/hal/hal-scicode/anthropic/claude-sonnet-4-5/6c8af021-7948-4c66-bcbc-913dfa9a59a4.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
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"evaluation_id": "hal-scicode/scicode-tool-calling-agent/claude-sonnet-4-5-september-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
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"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
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"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
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"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Claude Sonnet 4.5 (September 2025)",
|
| 23 |
+
"id": "anthropic/claude-sonnet-4-5",
|
| 24 |
+
"developer": "anthropic",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Claude Sonnet 4.5 (September 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"total_cost_usd": "104.29"
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "Scicode",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "Scicode",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://scicode-bench.github.io",
|
| 40 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 41 |
+
]
|
| 42 |
+
},
|
| 43 |
+
"metric_config": {
|
| 44 |
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"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 45 |
+
"lower_is_better": false,
|
| 46 |
+
"score_type": "continuous",
|
| 47 |
+
"min_score": 0.0,
|
| 48 |
+
"max_score": 1.0
|
| 49 |
+
},
|
| 50 |
+
"score_details": {
|
| 51 |
+
"score": 0.0308,
|
| 52 |
+
"details": {
|
| 53 |
+
"accuracy_raw": "3.08%"
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"generation_config": {
|
| 57 |
+
"generation_args": {
|
| 58 |
+
"agentic_eval_config": {
|
| 59 |
+
"available_tools": [
|
| 60 |
+
{
|
| 61 |
+
"name": "python",
|
| 62 |
+
"description": "Execute Python code for scientific computation"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"name": "bash",
|
| 66 |
+
"description": "Execute shell commands"
|
| 67 |
+
}
|
| 68 |
+
]
|
| 69 |
+
}
|
| 70 |
+
},
|
| 71 |
+
"additional_details": {
|
| 72 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 73 |
+
"hal_rank": "17",
|
| 74 |
+
"runs": "1",
|
| 75 |
+
"verified": "True",
|
| 76 |
+
"is_pareto": "False",
|
| 77 |
+
"total_cost_usd": "104.29"
|
| 78 |
+
}
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
]
|
| 82 |
+
}
|
data/hal/hal-scicode/anthropic/claude-sonnet-4-5/feeaeb17-483b-462a-9923-ba6253e53d9a.json
ADDED
|
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/scicode-tool-calling-agent/claude-sonnet-4-5-high-september-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Claude Sonnet 4.5 High (September 2025)",
|
| 23 |
+
"id": "anthropic/claude-sonnet-4-5",
|
| 24 |
+
"developer": "anthropic",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Claude Sonnet 4.5 High (September 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"inference_effort": "high",
|
| 30 |
+
"total_cost_usd": "118.14"
|
| 31 |
+
}
|
| 32 |
+
},
|
| 33 |
+
"evaluation_results": [
|
| 34 |
+
{
|
| 35 |
+
"evaluation_name": "Scicode",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "Scicode",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://scicode-bench.github.io",
|
| 41 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"metric_config": {
|
| 45 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 46 |
+
"lower_is_better": false,
|
| 47 |
+
"score_type": "continuous",
|
| 48 |
+
"min_score": 0.0,
|
| 49 |
+
"max_score": 1.0
|
| 50 |
+
},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.0154,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "1.54%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
+
"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
+
{
|
| 62 |
+
"name": "python",
|
| 63 |
+
"description": "Execute Python code for scientific computation"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "bash",
|
| 67 |
+
"description": "Execute shell commands"
|
| 68 |
+
}
|
| 69 |
+
]
|
| 70 |
+
}
|
| 71 |
+
},
|
| 72 |
+
"additional_details": {
|
| 73 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 74 |
+
"hal_rank": "25",
|
| 75 |
+
"runs": "1",
|
| 76 |
+
"verified": "True",
|
| 77 |
+
"is_pareto": "False",
|
| 78 |
+
"total_cost_usd": "118.14"
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
}
|
| 82 |
+
]
|
| 83 |
+
}
|
data/hal/hal-scicode/deepseek/deepseek-r1/0b96159a-afa0-45bb-928f-6e9437a5b61a.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
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|
| 3 |
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"evaluation_id": "hal-scicode/scicode-tool-calling-agent/deepseek-r1-may-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
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"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "DeepSeek R1 (May 2025)",
|
| 23 |
+
"id": "deepseek/deepseek-r1",
|
| 24 |
+
"developer": "deepseek",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "DeepSeek R1 (May 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"total_cost_usd": "57.62"
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "Scicode",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "Scicode",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://scicode-bench.github.io",
|
| 40 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 41 |
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]
|
| 42 |
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},
|
| 43 |
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"metric_config": {
|
| 44 |
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"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 45 |
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"lower_is_better": false,
|
| 46 |
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"score_type": "continuous",
|
| 47 |
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"min_score": 0.0,
|
| 48 |
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"max_score": 1.0
|
| 49 |
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},
|
| 50 |
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"score_details": {
|
| 51 |
+
"score": 0.0,
|
| 52 |
+
"details": {
|
| 53 |
+
"accuracy_raw": "0.00%"
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"generation_config": {
|
| 57 |
+
"generation_args": {
|
| 58 |
+
"agentic_eval_config": {
|
| 59 |
+
"available_tools": [
|
| 60 |
+
{
|
| 61 |
+
"name": "python",
|
| 62 |
+
"description": "Execute Python code for scientific computation"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"name": "bash",
|
| 66 |
+
"description": "Execute shell commands"
|
| 67 |
+
}
|
| 68 |
+
]
|
| 69 |
+
}
|
| 70 |
+
},
|
| 71 |
+
"additional_details": {
|
| 72 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 73 |
+
"hal_rank": "29",
|
| 74 |
+
"runs": "1",
|
| 75 |
+
"verified": "True",
|
| 76 |
+
"is_pareto": "False",
|
| 77 |
+
"total_cost_usd": "57.62"
|
| 78 |
+
}
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
]
|
| 82 |
+
}
|
data/hal/hal-scicode/deepseek/deepseek-r1/b3aec0d5-73aa-4480-924d-3785221174ed.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
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"evaluation_id": "hal-scicode/hal-generalist-agent/deepseek-r1-january-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
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"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
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"evaluator_relationship": "third_party",
|
| 11 |
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"additional_details": {
|
| 12 |
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"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
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}
|
| 16 |
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},
|
| 17 |
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"eval_library": {
|
| 18 |
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"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
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},
|
| 21 |
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"model_info": {
|
| 22 |
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"name": "DeepSeek R1 (January 2025)",
|
| 23 |
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"id": "deepseek/deepseek-r1",
|
| 24 |
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"developer": "deepseek",
|
| 25 |
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"additional_details": {
|
| 26 |
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"hal_model_name": "DeepSeek R1 (January 2025)",
|
| 27 |
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"agent_scaffold": "HAL Generalist Agent",
|
| 28 |
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"benchmark": "Scicode",
|
| 29 |
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"total_cost_usd": "486.78"
|
| 30 |
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}
|
| 31 |
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},
|
| 32 |
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"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "Scicode",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "Scicode",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://scicode-bench.github.io",
|
| 40 |
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"https://hal.cs.princeton.edu/scicode"
|
| 41 |
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]
|
| 42 |
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},
|
| 43 |
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"metric_config": {
|
| 44 |
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"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 45 |
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"lower_is_better": false,
|
| 46 |
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"score_type": "continuous",
|
| 47 |
+
"min_score": 0.0,
|
| 48 |
+
"max_score": 1.0
|
| 49 |
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},
|
| 50 |
+
"score_details": {
|
| 51 |
+
"score": 0.0,
|
| 52 |
+
"details": {
|
| 53 |
+
"accuracy_raw": "0.00%"
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"generation_config": {
|
| 57 |
+
"generation_args": {
|
| 58 |
+
"agentic_eval_config": {
|
| 59 |
+
"available_tools": [
|
| 60 |
+
{
|
| 61 |
+
"name": "python",
|
| 62 |
+
"description": "Execute Python code for scientific computation"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"name": "bash",
|
| 66 |
+
"description": "Execute shell commands"
|
| 67 |
+
}
|
| 68 |
+
]
|
| 69 |
+
}
|
| 70 |
+
},
|
| 71 |
+
"additional_details": {
|
| 72 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 73 |
+
"hal_rank": "33",
|
| 74 |
+
"runs": "1",
|
| 75 |
+
"verified": "True",
|
| 76 |
+
"is_pareto": "False",
|
| 77 |
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"total_cost_usd": "486.78"
|
| 78 |
+
}
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
]
|
| 82 |
+
}
|
data/hal/hal-scicode/deepseek/deepseek-r1/d7cf339e-3e50-4eeb-b612-c63314c48cdf.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/scicode-zero-shot-agent/deepseek-r1-may-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "DeepSeek R1 (May 2025)",
|
| 23 |
+
"id": "deepseek/deepseek-r1",
|
| 24 |
+
"developer": "deepseek",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "DeepSeek R1 (May 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Zero Shot Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"total_cost_usd": "2.19"
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "Scicode",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "Scicode",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://scicode-bench.github.io",
|
| 40 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 41 |
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]
|
| 42 |
+
},
|
| 43 |
+
"metric_config": {
|
| 44 |
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"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 45 |
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"lower_is_better": false,
|
| 46 |
+
"score_type": "continuous",
|
| 47 |
+
"min_score": 0.0,
|
| 48 |
+
"max_score": 1.0
|
| 49 |
+
},
|
| 50 |
+
"score_details": {
|
| 51 |
+
"score": 0.0,
|
| 52 |
+
"details": {
|
| 53 |
+
"accuracy_raw": "0.00%"
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"generation_config": {
|
| 57 |
+
"generation_args": {
|
| 58 |
+
"agentic_eval_config": {
|
| 59 |
+
"available_tools": [
|
| 60 |
+
{
|
| 61 |
+
"name": "python",
|
| 62 |
+
"description": "Execute Python code for scientific computation"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"name": "bash",
|
| 66 |
+
"description": "Execute shell commands"
|
| 67 |
+
}
|
| 68 |
+
]
|
| 69 |
+
}
|
| 70 |
+
},
|
| 71 |
+
"additional_details": {
|
| 72 |
+
"agent_scaffold": "Scicode Zero Shot Agent",
|
| 73 |
+
"hal_rank": "26",
|
| 74 |
+
"runs": "1",
|
| 75 |
+
"verified": "True",
|
| 76 |
+
"is_pareto": "False",
|
| 77 |
+
"total_cost_usd": "2.19"
|
| 78 |
+
}
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
]
|
| 82 |
+
}
|
data/hal/hal-scicode/deepseek/deepseek-v3/7f62ed49-5c50-42bd-b8fb-34ba110cc1aa.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/hal-generalist-agent/deepseek-v3-march-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "DeepSeek V3 (March 2025)",
|
| 23 |
+
"id": "deepseek/deepseek-v3",
|
| 24 |
+
"developer": "deepseek",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "DeepSeek V3 (March 2025)",
|
| 27 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"total_cost_usd": "219.36"
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "Scicode",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "Scicode",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://scicode-bench.github.io",
|
| 40 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 41 |
+
]
|
| 42 |
+
},
|
| 43 |
+
"metric_config": {
|
| 44 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 45 |
+
"lower_is_better": false,
|
| 46 |
+
"score_type": "continuous",
|
| 47 |
+
"min_score": 0.0,
|
| 48 |
+
"max_score": 1.0
|
| 49 |
+
},
|
| 50 |
+
"score_details": {
|
| 51 |
+
"score": 0.0,
|
| 52 |
+
"details": {
|
| 53 |
+
"accuracy_raw": "0.00%"
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"generation_config": {
|
| 57 |
+
"generation_args": {
|
| 58 |
+
"agentic_eval_config": {
|
| 59 |
+
"available_tools": [
|
| 60 |
+
{
|
| 61 |
+
"name": "python",
|
| 62 |
+
"description": "Execute Python code for scientific computation"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"name": "bash",
|
| 66 |
+
"description": "Execute shell commands"
|
| 67 |
+
}
|
| 68 |
+
]
|
| 69 |
+
}
|
| 70 |
+
},
|
| 71 |
+
"additional_details": {
|
| 72 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 73 |
+
"hal_rank": "31",
|
| 74 |
+
"runs": "1",
|
| 75 |
+
"verified": "True",
|
| 76 |
+
"is_pareto": "False",
|
| 77 |
+
"total_cost_usd": "219.36"
|
| 78 |
+
}
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
]
|
| 82 |
+
}
|
data/hal/hal-scicode/deepseek/deepseek-v3/9bbb2337-bebb-4cda-b1d8-cbdf1b5f1cc7.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/scicode-zero-shot-agent/deepseek-v3-march-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "DeepSeek V3 (March 2025)",
|
| 23 |
+
"id": "deepseek/deepseek-v3",
|
| 24 |
+
"developer": "deepseek",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "DeepSeek V3 (March 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Zero Shot Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"total_cost_usd": "0.79"
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "Scicode",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "Scicode",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://scicode-bench.github.io",
|
| 40 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 41 |
+
]
|
| 42 |
+
},
|
| 43 |
+
"metric_config": {
|
| 44 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 45 |
+
"lower_is_better": false,
|
| 46 |
+
"score_type": "continuous",
|
| 47 |
+
"min_score": 0.0,
|
| 48 |
+
"max_score": 1.0
|
| 49 |
+
},
|
| 50 |
+
"score_details": {
|
| 51 |
+
"score": 0.0308,
|
| 52 |
+
"details": {
|
| 53 |
+
"accuracy_raw": "3.08%"
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"generation_config": {
|
| 57 |
+
"generation_args": {
|
| 58 |
+
"agentic_eval_config": {
|
| 59 |
+
"available_tools": [
|
| 60 |
+
{
|
| 61 |
+
"name": "python",
|
| 62 |
+
"description": "Execute Python code for scientific computation"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"name": "bash",
|
| 66 |
+
"description": "Execute shell commands"
|
| 67 |
+
}
|
| 68 |
+
]
|
| 69 |
+
}
|
| 70 |
+
},
|
| 71 |
+
"additional_details": {
|
| 72 |
+
"agent_scaffold": "Scicode Zero Shot Agent",
|
| 73 |
+
"hal_rank": "13",
|
| 74 |
+
"runs": "1",
|
| 75 |
+
"verified": "True",
|
| 76 |
+
"is_pareto": "False",
|
| 77 |
+
"total_cost_usd": "0.79"
|
| 78 |
+
}
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
]
|
| 82 |
+
}
|
data/hal/hal-scicode/deepseek/deepseek-v3/a9d58885-0937-4dee-89f4-ff48c900b450.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/scicode-tool-calling-agent/deepseek-v3-march-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "DeepSeek V3 (March 2025)",
|
| 23 |
+
"id": "deepseek/deepseek-v3",
|
| 24 |
+
"developer": "deepseek",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "DeepSeek V3 (March 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"total_cost_usd": "52.11"
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "Scicode",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "Scicode",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://scicode-bench.github.io",
|
| 40 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 41 |
+
]
|
| 42 |
+
},
|
| 43 |
+
"metric_config": {
|
| 44 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 45 |
+
"lower_is_better": false,
|
| 46 |
+
"score_type": "continuous",
|
| 47 |
+
"min_score": 0.0,
|
| 48 |
+
"max_score": 1.0
|
| 49 |
+
},
|
| 50 |
+
"score_details": {
|
| 51 |
+
"score": 0.0,
|
| 52 |
+
"details": {
|
| 53 |
+
"accuracy_raw": "0.00%"
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"generation_config": {
|
| 57 |
+
"generation_args": {
|
| 58 |
+
"agentic_eval_config": {
|
| 59 |
+
"available_tools": [
|
| 60 |
+
{
|
| 61 |
+
"name": "python",
|
| 62 |
+
"description": "Execute Python code for scientific computation"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"name": "bash",
|
| 66 |
+
"description": "Execute shell commands"
|
| 67 |
+
}
|
| 68 |
+
]
|
| 69 |
+
}
|
| 70 |
+
},
|
| 71 |
+
"additional_details": {
|
| 72 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 73 |
+
"hal_rank": "28",
|
| 74 |
+
"runs": "1",
|
| 75 |
+
"verified": "True",
|
| 76 |
+
"is_pareto": "False",
|
| 77 |
+
"total_cost_usd": "52.11"
|
| 78 |
+
}
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
]
|
| 82 |
+
}
|
data/hal/hal-scicode/google/gemini-2-0-flash/4a7d9794-b745-4cd8-8ee1-33bf86e53d79.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/scicode-tool-calling-agent/gemini-2-0-flash-february-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Gemini 2.0 Flash (February 2025)",
|
| 23 |
+
"id": "google/gemini-2.0-flash",
|
| 24 |
+
"developer": "google",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Gemini 2.0 Flash (February 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"total_cost_usd": "5.23"
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "Scicode",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "Scicode",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://scicode-bench.github.io",
|
| 40 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 41 |
+
]
|
| 42 |
+
},
|
| 43 |
+
"metric_config": {
|
| 44 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 45 |
+
"lower_is_better": false,
|
| 46 |
+
"score_type": "continuous",
|
| 47 |
+
"min_score": 0.0,
|
| 48 |
+
"max_score": 1.0
|
| 49 |
+
},
|
| 50 |
+
"score_details": {
|
| 51 |
+
"score": 0.0154,
|
| 52 |
+
"details": {
|
| 53 |
+
"accuracy_raw": "1.54%"
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"generation_config": {
|
| 57 |
+
"generation_args": {
|
| 58 |
+
"agentic_eval_config": {
|
| 59 |
+
"available_tools": [
|
| 60 |
+
{
|
| 61 |
+
"name": "python",
|
| 62 |
+
"description": "Execute Python code for scientific computation"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"name": "bash",
|
| 66 |
+
"description": "Execute shell commands"
|
| 67 |
+
}
|
| 68 |
+
]
|
| 69 |
+
}
|
| 70 |
+
},
|
| 71 |
+
"additional_details": {
|
| 72 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 73 |
+
"hal_rank": "21",
|
| 74 |
+
"runs": "1",
|
| 75 |
+
"verified": "True",
|
| 76 |
+
"is_pareto": "False",
|
| 77 |
+
"total_cost_usd": "5.23"
|
| 78 |
+
}
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
]
|
| 82 |
+
}
|
data/hal/hal-scicode/google/gemini-2-0-flash/825a800b-d9d7-43cc-b431-4e7ca68ee5d1.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/hal-generalist-agent/gemini-2-0-flash-february-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Gemini 2.0 Flash (February 2025)",
|
| 23 |
+
"id": "google/gemini-2.0-flash",
|
| 24 |
+
"developer": "google",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Gemini 2.0 Flash (February 2025)",
|
| 27 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"total_cost_usd": "61.49"
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "Scicode",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "Scicode",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://scicode-bench.github.io",
|
| 40 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 41 |
+
]
|
| 42 |
+
},
|
| 43 |
+
"metric_config": {
|
| 44 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 45 |
+
"lower_is_better": false,
|
| 46 |
+
"score_type": "continuous",
|
| 47 |
+
"min_score": 0.0,
|
| 48 |
+
"max_score": 1.0
|
| 49 |
+
},
|
| 50 |
+
"score_details": {
|
| 51 |
+
"score": 0.0,
|
| 52 |
+
"details": {
|
| 53 |
+
"accuracy_raw": "0.00%"
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"generation_config": {
|
| 57 |
+
"generation_args": {
|
| 58 |
+
"agentic_eval_config": {
|
| 59 |
+
"available_tools": [
|
| 60 |
+
{
|
| 61 |
+
"name": "python",
|
| 62 |
+
"description": "Execute Python code for scientific computation"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"name": "bash",
|
| 66 |
+
"description": "Execute shell commands"
|
| 67 |
+
}
|
| 68 |
+
]
|
| 69 |
+
}
|
| 70 |
+
},
|
| 71 |
+
"additional_details": {
|
| 72 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 73 |
+
"hal_rank": "30",
|
| 74 |
+
"runs": "1",
|
| 75 |
+
"verified": "True",
|
| 76 |
+
"is_pareto": "False",
|
| 77 |
+
"total_cost_usd": "61.49"
|
| 78 |
+
}
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
]
|
| 82 |
+
}
|
data/hal/hal-scicode/google/gemini-2-0-flash/fde24def-4342-4dac-a55d-030b553f7962.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/scicode-zero-shot-agent/gemini-2-0-flash-february-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Gemini 2.0 Flash (February 2025)",
|
| 23 |
+
"id": "google/gemini-2.0-flash",
|
| 24 |
+
"developer": "google",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Gemini 2.0 Flash (February 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Zero Shot Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"total_cost_usd": "0.12"
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "Scicode",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "Scicode",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://scicode-bench.github.io",
|
| 40 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 41 |
+
]
|
| 42 |
+
},
|
| 43 |
+
"metric_config": {
|
| 44 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 45 |
+
"lower_is_better": false,
|
| 46 |
+
"score_type": "continuous",
|
| 47 |
+
"min_score": 0.0,
|
| 48 |
+
"max_score": 1.0
|
| 49 |
+
},
|
| 50 |
+
"score_details": {
|
| 51 |
+
"score": 0.0154,
|
| 52 |
+
"details": {
|
| 53 |
+
"accuracy_raw": "1.54%"
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"generation_config": {
|
| 57 |
+
"generation_args": {
|
| 58 |
+
"agentic_eval_config": {
|
| 59 |
+
"available_tools": [
|
| 60 |
+
{
|
| 61 |
+
"name": "python",
|
| 62 |
+
"description": "Execute Python code for scientific computation"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"name": "bash",
|
| 66 |
+
"description": "Execute shell commands"
|
| 67 |
+
}
|
| 68 |
+
]
|
| 69 |
+
}
|
| 70 |
+
},
|
| 71 |
+
"additional_details": {
|
| 72 |
+
"agent_scaffold": "Scicode Zero Shot Agent",
|
| 73 |
+
"hal_rank": "20",
|
| 74 |
+
"runs": "1",
|
| 75 |
+
"verified": "True",
|
| 76 |
+
"is_pareto": "True",
|
| 77 |
+
"total_cost_usd": "0.12"
|
| 78 |
+
}
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
]
|
| 82 |
+
}
|
data/hal/hal-scicode/openai/gpt-4-1/49711dc4-0f10-460a-a479-93a2402ee0d4.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/scicode-tool-calling-agent/gpt-4-1-april-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
+
"name": "HAL",
|
| 19 |
+
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|
| 20 |
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},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "GPT-4.1 (April 2025)",
|
| 23 |
+
"id": "openai/gpt-4.1",
|
| 24 |
+
"developer": "openai",
|
| 25 |
+
"additional_details": {
|
| 26 |
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"hal_model_name": "GPT-4.1 (April 2025)",
|
| 27 |
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"agent_scaffold": "Scicode Tool Calling Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"total_cost_usd": "69.39"
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "Scicode",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "Scicode",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://scicode-bench.github.io",
|
| 40 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 41 |
+
]
|
| 42 |
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},
|
| 43 |
+
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|
| 44 |
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"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 45 |
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|
| 46 |
+
"score_type": "continuous",
|
| 47 |
+
"min_score": 0.0,
|
| 48 |
+
"max_score": 1.0
|
| 49 |
+
},
|
| 50 |
+
"score_details": {
|
| 51 |
+
"score": 0.0154,
|
| 52 |
+
"details": {
|
| 53 |
+
"accuracy_raw": "1.54%"
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"generation_config": {
|
| 57 |
+
"generation_args": {
|
| 58 |
+
"agentic_eval_config": {
|
| 59 |
+
"available_tools": [
|
| 60 |
+
{
|
| 61 |
+
"name": "python",
|
| 62 |
+
"description": "Execute Python code for scientific computation"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"name": "bash",
|
| 66 |
+
"description": "Execute shell commands"
|
| 67 |
+
}
|
| 68 |
+
]
|
| 69 |
+
}
|
| 70 |
+
},
|
| 71 |
+
"additional_details": {
|
| 72 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 73 |
+
"hal_rank": "22",
|
| 74 |
+
"runs": "1",
|
| 75 |
+
"verified": "True",
|
| 76 |
+
"is_pareto": "False",
|
| 77 |
+
"total_cost_usd": "69.39"
|
| 78 |
+
}
|
| 79 |
+
}
|
| 80 |
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}
|
| 81 |
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]
|
| 82 |
+
}
|
data/hal/hal-scicode/openai/gpt-4-1/585a5aa5-9d59-447b-a0d5-a3df73c0bd1b.json
ADDED
|
@@ -0,0 +1,82 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
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|
| 6 |
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"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
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|
| 8 |
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"source_organization_name": "Princeton SAgE Team",
|
| 9 |
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"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
+
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|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
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}
|
| 16 |
+
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|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
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"model_info": {
|
| 22 |
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"name": "GPT-4.1 (April 2025)",
|
| 23 |
+
"id": "openai/gpt-4.1",
|
| 24 |
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"developer": "openai",
|
| 25 |
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"additional_details": {
|
| 26 |
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"hal_model_name": "GPT-4.1 (April 2025)",
|
| 27 |
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"agent_scaffold": "Scicode Zero Shot Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"total_cost_usd": "2.82"
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
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"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "Scicode",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "Scicode",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://scicode-bench.github.io",
|
| 40 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 41 |
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|
| 42 |
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},
|
| 43 |
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|
| 44 |
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"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 45 |
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|
| 46 |
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"score_type": "continuous",
|
| 47 |
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|
| 48 |
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|
| 49 |
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},
|
| 50 |
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|
| 51 |
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"score": 0.0615,
|
| 52 |
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"details": {
|
| 53 |
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"accuracy_raw": "6.15%"
|
| 54 |
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}
|
| 55 |
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},
|
| 56 |
+
"generation_config": {
|
| 57 |
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"generation_args": {
|
| 58 |
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"agentic_eval_config": {
|
| 59 |
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"available_tools": [
|
| 60 |
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{
|
| 61 |
+
"name": "python",
|
| 62 |
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"description": "Execute Python code for scientific computation"
|
| 63 |
+
},
|
| 64 |
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{
|
| 65 |
+
"name": "bash",
|
| 66 |
+
"description": "Execute shell commands"
|
| 67 |
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}
|
| 68 |
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]
|
| 69 |
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}
|
| 70 |
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},
|
| 71 |
+
"additional_details": {
|
| 72 |
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"agent_scaffold": "Scicode Zero Shot Agent",
|
| 73 |
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"hal_rank": "5",
|
| 74 |
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"runs": "1",
|
| 75 |
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"verified": "True",
|
| 76 |
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"is_pareto": "False",
|
| 77 |
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"total_cost_usd": "2.82"
|
| 78 |
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}
|
| 79 |
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}
|
| 80 |
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}
|
| 81 |
+
]
|
| 82 |
+
}
|
data/hal/hal-scicode/openai/gpt-4-1/9049d24c-6d87-46bc-a3a5-a9875f693f8f.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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{
|
| 2 |
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|
| 3 |
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| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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| 17 |
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|
| 18 |
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|
| 19 |
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| 20 |
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| 21 |
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|
| 22 |
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"name": "GPT-4.1 (April 2025)",
|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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"hal_model_name": "GPT-4.1 (April 2025)",
|
| 27 |
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|
| 28 |
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"benchmark": "Scicode",
|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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{
|
| 34 |
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"evaluation_name": "Scicode",
|
| 35 |
+
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|
| 36 |
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"source_type": "url",
|
| 37 |
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"dataset_name": "Scicode",
|
| 38 |
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"url": [
|
| 39 |
+
"https://scicode-bench.github.io",
|
| 40 |
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"https://hal.cs.princeton.edu/scicode"
|
| 41 |
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|
| 42 |
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},
|
| 43 |
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|
| 44 |
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"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 45 |
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|
| 46 |
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"score_type": "continuous",
|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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"score": 0.0154,
|
| 52 |
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"details": {
|
| 53 |
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"accuracy_raw": "1.54%"
|
| 54 |
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}
|
| 55 |
+
},
|
| 56 |
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"generation_config": {
|
| 57 |
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"generation_args": {
|
| 58 |
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"agentic_eval_config": {
|
| 59 |
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"available_tools": [
|
| 60 |
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{
|
| 61 |
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"name": "python",
|
| 62 |
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"description": "Execute Python code for scientific computation"
|
| 63 |
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},
|
| 64 |
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{
|
| 65 |
+
"name": "bash",
|
| 66 |
+
"description": "Execute shell commands"
|
| 67 |
+
}
|
| 68 |
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]
|
| 69 |
+
}
|
| 70 |
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},
|
| 71 |
+
"additional_details": {
|
| 72 |
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"agent_scaffold": "HAL Generalist Agent",
|
| 73 |
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"hal_rank": "23",
|
| 74 |
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"runs": "1",
|
| 75 |
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"verified": "True",
|
| 76 |
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"is_pareto": "False",
|
| 77 |
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"total_cost_usd": "73.87"
|
| 78 |
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}
|
| 79 |
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}
|
| 80 |
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}
|
| 81 |
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]
|
| 82 |
+
}
|
data/hal/hal-scicode/openai/gpt-5/daace1c7-ef4d-42d3-bb6f-80bec763998c.json
ADDED
|
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
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"evaluation_id": "hal-scicode/scicode-tool-calling-agent/gpt-5-medium-august-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
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"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
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"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
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"benchmark_slug": "scicode"
|
| 15 |
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}
|
| 16 |
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},
|
| 17 |
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"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
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},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "GPT-5 Medium (August 2025)",
|
| 23 |
+
"id": "openai/gpt-5",
|
| 24 |
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"developer": "openai",
|
| 25 |
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"additional_details": {
|
| 26 |
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"hal_model_name": "GPT-5 Medium (August 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 28 |
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"benchmark": "Scicode",
|
| 29 |
+
"inference_effort": "medium",
|
| 30 |
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"total_cost_usd": "193.52"
|
| 31 |
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}
|
| 32 |
+
},
|
| 33 |
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"evaluation_results": [
|
| 34 |
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{
|
| 35 |
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"evaluation_name": "Scicode",
|
| 36 |
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"source_data": {
|
| 37 |
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"source_type": "url",
|
| 38 |
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"dataset_name": "Scicode",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://scicode-bench.github.io",
|
| 41 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"metric_config": {
|
| 45 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 46 |
+
"lower_is_better": false,
|
| 47 |
+
"score_type": "continuous",
|
| 48 |
+
"min_score": 0.0,
|
| 49 |
+
"max_score": 1.0
|
| 50 |
+
},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.0615,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "6.15%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
+
"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
+
{
|
| 62 |
+
"name": "python",
|
| 63 |
+
"description": "Execute Python code for scientific computation"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "bash",
|
| 67 |
+
"description": "Execute shell commands"
|
| 68 |
+
}
|
| 69 |
+
]
|
| 70 |
+
}
|
| 71 |
+
},
|
| 72 |
+
"additional_details": {
|
| 73 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 74 |
+
"hal_rank": "8",
|
| 75 |
+
"runs": "1",
|
| 76 |
+
"verified": "True",
|
| 77 |
+
"is_pareto": "False",
|
| 78 |
+
"total_cost_usd": "193.52"
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
}
|
| 82 |
+
]
|
| 83 |
+
}
|
data/hal/hal-scicode/openai/o3/12615117-3fac-4066-ae0f-54b46ecea820.json
ADDED
|
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
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|
| 3 |
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|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
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"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
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|
| 12 |
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"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "o3 Medium (April 2025)",
|
| 23 |
+
"id": "openai/o3",
|
| 24 |
+
"developer": "openai",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "o3 Medium (April 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"inference_effort": "medium",
|
| 30 |
+
"total_cost_usd": "111.11"
|
| 31 |
+
}
|
| 32 |
+
},
|
| 33 |
+
"evaluation_results": [
|
| 34 |
+
{
|
| 35 |
+
"evaluation_name": "Scicode",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "Scicode",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://scicode-bench.github.io",
|
| 41 |
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"https://hal.cs.princeton.edu/scicode"
|
| 42 |
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]
|
| 43 |
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},
|
| 44 |
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"metric_config": {
|
| 45 |
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"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 46 |
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"lower_is_better": false,
|
| 47 |
+
"score_type": "continuous",
|
| 48 |
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"min_score": 0.0,
|
| 49 |
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"max_score": 1.0
|
| 50 |
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},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.0923,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "9.23%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
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"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
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{
|
| 62 |
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"name": "python",
|
| 63 |
+
"description": "Execute Python code for scientific computation"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "bash",
|
| 67 |
+
"description": "Execute shell commands"
|
| 68 |
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}
|
| 69 |
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]
|
| 70 |
+
}
|
| 71 |
+
},
|
| 72 |
+
"additional_details": {
|
| 73 |
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"agent_scaffold": "Scicode Tool Calling Agent",
|
| 74 |
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"hal_rank": "2",
|
| 75 |
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"runs": "1",
|
| 76 |
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"verified": "True",
|
| 77 |
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"is_pareto": "False",
|
| 78 |
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"total_cost_usd": "111.11"
|
| 79 |
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}
|
| 80 |
+
}
|
| 81 |
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}
|
| 82 |
+
]
|
| 83 |
+
}
|
data/hal/hal-scicode/openai/o3/49ef26d4-5f2b-4322-a339-173b4156620c.json
ADDED
|
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
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|
| 3 |
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|
| 4 |
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"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
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"source_metadata": {
|
| 6 |
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"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
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"source_type": "documentation",
|
| 8 |
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"source_organization_name": "Princeton SAgE Team",
|
| 9 |
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"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
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"evaluator_relationship": "third_party",
|
| 11 |
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|
| 12 |
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|
| 13 |
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"benchmark_category": "Scientific Programming",
|
| 14 |
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"benchmark_slug": "scicode"
|
| 15 |
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}
|
| 16 |
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},
|
| 17 |
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|
| 18 |
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"name": "HAL",
|
| 19 |
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"version": "unknown"
|
| 20 |
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|
| 21 |
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"model_info": {
|
| 22 |
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"name": "o3 Medium (April 2025)",
|
| 23 |
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"id": "openai/o3",
|
| 24 |
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"developer": "openai",
|
| 25 |
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"additional_details": {
|
| 26 |
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"hal_model_name": "o3 Medium (April 2025)",
|
| 27 |
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"agent_scaffold": "HAL Generalist Agent",
|
| 28 |
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"benchmark": "Scicode",
|
| 29 |
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"inference_effort": "medium",
|
| 30 |
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"total_cost_usd": "66.98"
|
| 31 |
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}
|
| 32 |
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},
|
| 33 |
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"evaluation_results": [
|
| 34 |
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{
|
| 35 |
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"evaluation_name": "Scicode",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "Scicode",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://scicode-bench.github.io",
|
| 41 |
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"https://hal.cs.princeton.edu/scicode"
|
| 42 |
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]
|
| 43 |
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},
|
| 44 |
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|
| 45 |
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"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 46 |
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"lower_is_better": false,
|
| 47 |
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"score_type": "continuous",
|
| 48 |
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|
| 49 |
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|
| 50 |
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},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.0308,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "3.08%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
+
"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
+
{
|
| 62 |
+
"name": "python",
|
| 63 |
+
"description": "Execute Python code for scientific computation"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "bash",
|
| 67 |
+
"description": "Execute shell commands"
|
| 68 |
+
}
|
| 69 |
+
]
|
| 70 |
+
}
|
| 71 |
+
},
|
| 72 |
+
"additional_details": {
|
| 73 |
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"agent_scaffold": "HAL Generalist Agent",
|
| 74 |
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"hal_rank": "16",
|
| 75 |
+
"runs": "1",
|
| 76 |
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"verified": "True",
|
| 77 |
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"is_pareto": "False",
|
| 78 |
+
"total_cost_usd": "66.98"
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
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}
|
| 82 |
+
]
|
| 83 |
+
}
|
data/hal/hal-scicode/openai/o3/ebc77375-5e06-4021-884b-0566d4814d49.json
ADDED
|
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/scicode-zero-shot-agent/o3-medium-april-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
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"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
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"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "o3 Medium (April 2025)",
|
| 23 |
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"id": "openai/o3",
|
| 24 |
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"developer": "openai",
|
| 25 |
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"additional_details": {
|
| 26 |
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"hal_model_name": "o3 Medium (April 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Zero Shot Agent",
|
| 28 |
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"benchmark": "Scicode",
|
| 29 |
+
"inference_effort": "medium",
|
| 30 |
+
"total_cost_usd": "6.03"
|
| 31 |
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}
|
| 32 |
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},
|
| 33 |
+
"evaluation_results": [
|
| 34 |
+
{
|
| 35 |
+
"evaluation_name": "Scicode",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "Scicode",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://scicode-bench.github.io",
|
| 41 |
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"https://hal.cs.princeton.edu/scicode"
|
| 42 |
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]
|
| 43 |
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},
|
| 44 |
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"metric_config": {
|
| 45 |
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"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 46 |
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"lower_is_better": false,
|
| 47 |
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"score_type": "continuous",
|
| 48 |
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"min_score": 0.0,
|
| 49 |
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"max_score": 1.0
|
| 50 |
+
},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.0462,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "4.62%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
+
"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
+
{
|
| 62 |
+
"name": "python",
|
| 63 |
+
"description": "Execute Python code for scientific computation"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "bash",
|
| 67 |
+
"description": "Execute shell commands"
|
| 68 |
+
}
|
| 69 |
+
]
|
| 70 |
+
}
|
| 71 |
+
},
|
| 72 |
+
"additional_details": {
|
| 73 |
+
"agent_scaffold": "Scicode Zero Shot Agent",
|
| 74 |
+
"hal_rank": "9",
|
| 75 |
+
"runs": "1",
|
| 76 |
+
"verified": "True",
|
| 77 |
+
"is_pareto": "False",
|
| 78 |
+
"total_cost_usd": "6.03"
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
}
|
| 82 |
+
]
|
| 83 |
+
}
|
data/hal/hal-scicode/openai/o4-mini/13ac8814-d15a-4fd2-be5d-bb159f7997ad.json
ADDED
|
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/hal-generalist-agent/o4-mini-high-april-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "o4-mini High (April 2025)",
|
| 23 |
+
"id": "openai/o4-mini",
|
| 24 |
+
"developer": "openai",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "o4-mini High (April 2025)",
|
| 27 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"inference_effort": "high",
|
| 30 |
+
"total_cost_usd": "92.1"
|
| 31 |
+
}
|
| 32 |
+
},
|
| 33 |
+
"evaluation_results": [
|
| 34 |
+
{
|
| 35 |
+
"evaluation_name": "Scicode",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "Scicode",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://scicode-bench.github.io",
|
| 41 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"metric_config": {
|
| 45 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 46 |
+
"lower_is_better": false,
|
| 47 |
+
"score_type": "continuous",
|
| 48 |
+
"min_score": 0.0,
|
| 49 |
+
"max_score": 1.0
|
| 50 |
+
},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.0154,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "1.54%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
+
"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
+
{
|
| 62 |
+
"name": "python",
|
| 63 |
+
"description": "Execute Python code for scientific computation"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "bash",
|
| 67 |
+
"description": "Execute shell commands"
|
| 68 |
+
}
|
| 69 |
+
]
|
| 70 |
+
}
|
| 71 |
+
},
|
| 72 |
+
"additional_details": {
|
| 73 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 74 |
+
"hal_rank": "24",
|
| 75 |
+
"runs": "1",
|
| 76 |
+
"verified": "True",
|
| 77 |
+
"is_pareto": "False",
|
| 78 |
+
"total_cost_usd": "92.1"
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
}
|
| 82 |
+
]
|
| 83 |
+
}
|
data/hal/hal-scicode/openai/o4-mini/450492d3-2064-443c-9b71-ead124b94be0.json
ADDED
|
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/scicode-zero-shot-agent/o4-mini-high-april-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "o4-mini High (April 2025)",
|
| 23 |
+
"id": "openai/o4-mini",
|
| 24 |
+
"developer": "openai",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "o4-mini High (April 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Zero Shot Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"inference_effort": "high",
|
| 30 |
+
"total_cost_usd": "5.37"
|
| 31 |
+
}
|
| 32 |
+
},
|
| 33 |
+
"evaluation_results": [
|
| 34 |
+
{
|
| 35 |
+
"evaluation_name": "Scicode",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "Scicode",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://scicode-bench.github.io",
|
| 41 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"metric_config": {
|
| 45 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 46 |
+
"lower_is_better": false,
|
| 47 |
+
"score_type": "continuous",
|
| 48 |
+
"min_score": 0.0,
|
| 49 |
+
"max_score": 1.0
|
| 50 |
+
},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.0615,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "6.15%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
+
"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
+
{
|
| 62 |
+
"name": "python",
|
| 63 |
+
"description": "Execute Python code for scientific computation"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "bash",
|
| 67 |
+
"description": "Execute shell commands"
|
| 68 |
+
}
|
| 69 |
+
]
|
| 70 |
+
}
|
| 71 |
+
},
|
| 72 |
+
"additional_details": {
|
| 73 |
+
"agent_scaffold": "Scicode Zero Shot Agent",
|
| 74 |
+
"hal_rank": "6",
|
| 75 |
+
"runs": "1",
|
| 76 |
+
"verified": "True",
|
| 77 |
+
"is_pareto": "False",
|
| 78 |
+
"total_cost_usd": "5.37"
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
}
|
| 82 |
+
]
|
| 83 |
+
}
|
data/hal/hal-scicode/openai/o4-mini/594e55ef-9d5b-4783-9e5f-75f63bc34076.json
ADDED
|
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/scicode-tool-calling-agent/o4-mini-low-april-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "o4-mini Low (April 2025)",
|
| 23 |
+
"id": "openai/o4-mini",
|
| 24 |
+
"developer": "openai",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "o4-mini Low (April 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"inference_effort": "low",
|
| 30 |
+
"total_cost_usd": "46.3"
|
| 31 |
+
}
|
| 32 |
+
},
|
| 33 |
+
"evaluation_results": [
|
| 34 |
+
{
|
| 35 |
+
"evaluation_name": "Scicode",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "Scicode",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://scicode-bench.github.io",
|
| 41 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"metric_config": {
|
| 45 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 46 |
+
"lower_is_better": false,
|
| 47 |
+
"score_type": "continuous",
|
| 48 |
+
"min_score": 0.0,
|
| 49 |
+
"max_score": 1.0
|
| 50 |
+
},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.0462,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "4.62%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
+
"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
+
{
|
| 62 |
+
"name": "python",
|
| 63 |
+
"description": "Execute Python code for scientific computation"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "bash",
|
| 67 |
+
"description": "Execute shell commands"
|
| 68 |
+
}
|
| 69 |
+
]
|
| 70 |
+
}
|
| 71 |
+
},
|
| 72 |
+
"additional_details": {
|
| 73 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 74 |
+
"hal_rank": "10",
|
| 75 |
+
"runs": "1",
|
| 76 |
+
"verified": "True",
|
| 77 |
+
"is_pareto": "False",
|
| 78 |
+
"total_cost_usd": "46.3"
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
}
|
| 82 |
+
]
|
| 83 |
+
}
|
data/hal/hal-scicode/openai/o4-mini/7672bad5-729d-4c6a-a90e-4096a3287471.json
ADDED
|
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
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|
| 3 |
+
"evaluation_id": "hal-scicode/hal-generalist-agent/o4-mini-low-april-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
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"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
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|
| 11 |
+
"additional_details": {
|
| 12 |
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|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "o4-mini Low (April 2025)",
|
| 23 |
+
"id": "openai/o4-mini",
|
| 24 |
+
"developer": "openai",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "o4-mini Low (April 2025)",
|
| 27 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"inference_effort": "low",
|
| 30 |
+
"total_cost_usd": "165.9"
|
| 31 |
+
}
|
| 32 |
+
},
|
| 33 |
+
"evaluation_results": [
|
| 34 |
+
{
|
| 35 |
+
"evaluation_name": "Scicode",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "Scicode",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://scicode-bench.github.io",
|
| 41 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"metric_config": {
|
| 45 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 46 |
+
"lower_is_better": false,
|
| 47 |
+
"score_type": "continuous",
|
| 48 |
+
"min_score": 0.0,
|
| 49 |
+
"max_score": 1.0
|
| 50 |
+
},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.0615,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "6.15%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
+
"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
+
{
|
| 62 |
+
"name": "python",
|
| 63 |
+
"description": "Execute Python code for scientific computation"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "bash",
|
| 67 |
+
"description": "Execute shell commands"
|
| 68 |
+
}
|
| 69 |
+
]
|
| 70 |
+
}
|
| 71 |
+
},
|
| 72 |
+
"additional_details": {
|
| 73 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 74 |
+
"hal_rank": "7",
|
| 75 |
+
"runs": "1",
|
| 76 |
+
"verified": "True",
|
| 77 |
+
"is_pareto": "False",
|
| 78 |
+
"total_cost_usd": "165.9"
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
}
|
| 82 |
+
]
|
| 83 |
+
}
|
data/hal/hal-scicode/openai/o4-mini/9b594b7b-40a0-48be-9b24-e8d531c835a7.json
ADDED
|
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/scicode-zero-shot-agent/o4-mini-low-april-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "o4-mini Low (April 2025)",
|
| 23 |
+
"id": "openai/o4-mini",
|
| 24 |
+
"developer": "openai",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "o4-mini Low (April 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Zero Shot Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"inference_effort": "low",
|
| 30 |
+
"total_cost_usd": "1.74"
|
| 31 |
+
}
|
| 32 |
+
},
|
| 33 |
+
"evaluation_results": [
|
| 34 |
+
{
|
| 35 |
+
"evaluation_name": "Scicode",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "Scicode",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://scicode-bench.github.io",
|
| 41 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"metric_config": {
|
| 45 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 46 |
+
"lower_is_better": false,
|
| 47 |
+
"score_type": "continuous",
|
| 48 |
+
"min_score": 0.0,
|
| 49 |
+
"max_score": 1.0
|
| 50 |
+
},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.0923,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "9.23%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
+
"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
+
{
|
| 62 |
+
"name": "python",
|
| 63 |
+
"description": "Execute Python code for scientific computation"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "bash",
|
| 67 |
+
"description": "Execute shell commands"
|
| 68 |
+
}
|
| 69 |
+
]
|
| 70 |
+
}
|
| 71 |
+
},
|
| 72 |
+
"additional_details": {
|
| 73 |
+
"agent_scaffold": "Scicode Zero Shot Agent",
|
| 74 |
+
"hal_rank": "1",
|
| 75 |
+
"runs": "1",
|
| 76 |
+
"verified": "True",
|
| 77 |
+
"is_pareto": "True",
|
| 78 |
+
"total_cost_usd": "1.74"
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
}
|
| 82 |
+
]
|
| 83 |
+
}
|
data/hal/hal-scicode/openai/o4-mini/f23d88af-7172-472c-9709-6988c6285651.json
ADDED
|
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-scicode/scicode-tool-calling-agent/o4-mini-high-april-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — Scicode",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Scientific Programming",
|
| 14 |
+
"benchmark_slug": "scicode"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "o4-mini High (April 2025)",
|
| 23 |
+
"id": "openai/o4-mini",
|
| 24 |
+
"developer": "openai",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "o4-mini High (April 2025)",
|
| 27 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 28 |
+
"benchmark": "Scicode",
|
| 29 |
+
"inference_effort": "high",
|
| 30 |
+
"total_cost_usd": "66.2"
|
| 31 |
+
}
|
| 32 |
+
},
|
| 33 |
+
"evaluation_results": [
|
| 34 |
+
{
|
| 35 |
+
"evaluation_name": "Scicode",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "Scicode",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://scicode-bench.github.io",
|
| 41 |
+
"https://hal.cs.princeton.edu/scicode"
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"metric_config": {
|
| 45 |
+
"evaluation_description": "Fraction of Scicode problems solved (0.0–1.0)",
|
| 46 |
+
"lower_is_better": false,
|
| 47 |
+
"score_type": "continuous",
|
| 48 |
+
"min_score": 0.0,
|
| 49 |
+
"max_score": 1.0
|
| 50 |
+
},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.0462,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "4.62%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
+
"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
+
{
|
| 62 |
+
"name": "python",
|
| 63 |
+
"description": "Execute Python code for scientific computation"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "bash",
|
| 67 |
+
"description": "Execute shell commands"
|
| 68 |
+
}
|
| 69 |
+
]
|
| 70 |
+
}
|
| 71 |
+
},
|
| 72 |
+
"additional_details": {
|
| 73 |
+
"agent_scaffold": "Scicode Tool Calling Agent",
|
| 74 |
+
"hal_rank": "11",
|
| 75 |
+
"runs": "1",
|
| 76 |
+
"verified": "True",
|
| 77 |
+
"is_pareto": "False",
|
| 78 |
+
"total_cost_usd": "66.2"
|
| 79 |
+
}
|
| 80 |
+
}
|
| 81 |
+
}
|
| 82 |
+
]
|
| 83 |
+
}
|
data/hal/hal-swebench-verified-mini/anthropic/claude-3-7-sonnet-20250219/0111031a-c357-4d1d-8228-bcd3a1e5729c.json
ADDED
|
@@ -0,0 +1,87 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-swebench-verified-mini/hal-generalist-agent/claude-3-7-sonnet-high-february-2025/1782816157.4521394",
|
| 4 |
+
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
+
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
+
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|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Claude-3.7 Sonnet High (February 2025)",
|
| 23 |
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"id": "anthropic/claude-3-7-sonnet-20250219",
|
| 24 |
+
"developer": "anthropic",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Claude-3.7 Sonnet High (February 2025)",
|
| 27 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 28 |
+
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|
| 29 |
+
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|
| 30 |
+
"total_cost_usd": "72.98"
|
| 31 |
+
}
|
| 32 |
+
},
|
| 33 |
+
"evaluation_results": [
|
| 34 |
+
{
|
| 35 |
+
"evaluation_name": "SWE-bench Verified Mini",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "SWE-bench Verified Mini",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://www.swebench.com",
|
| 41 |
+
"https://hal.cs.princeton.edu/swebench_verified_mini"
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"metric_config": {
|
| 45 |
+
"evaluation_description": "Fraction of 50 verified GitHub issues resolved (0.0–1.0)",
|
| 46 |
+
"lower_is_better": false,
|
| 47 |
+
"score_type": "continuous",
|
| 48 |
+
"min_score": 0.0,
|
| 49 |
+
"max_score": 1.0
|
| 50 |
+
},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.24,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "24.00%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
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"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
+
{
|
| 62 |
+
"name": "bash",
|
| 63 |
+
"description": "Execute shell commands"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "edit_file",
|
| 67 |
+
"description": "Edit files in the repository"
|
| 68 |
+
},
|
| 69 |
+
{
|
| 70 |
+
"name": "read_file",
|
| 71 |
+
"description": "Read files from the repository"
|
| 72 |
+
}
|
| 73 |
+
]
|
| 74 |
+
}
|
| 75 |
+
},
|
| 76 |
+
"additional_details": {
|
| 77 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 78 |
+
"hal_rank": "23",
|
| 79 |
+
"runs": "1",
|
| 80 |
+
"verified": "True",
|
| 81 |
+
"is_pareto": "False",
|
| 82 |
+
"total_cost_usd": "72.98"
|
| 83 |
+
}
|
| 84 |
+
}
|
| 85 |
+
}
|
| 86 |
+
]
|
| 87 |
+
}
|
data/hal/hal-swebench-verified-mini/anthropic/claude-3-7-sonnet-20250219/0b9ebef2-8b8c-4810-b993-673e0355c3b2.json
ADDED
|
@@ -0,0 +1,86 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
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"evaluation_id": "hal-swebench-verified-mini/hal-generalist-agent/claude-3-7-sonnet-february-2025/1782816157.4521394",
|
| 4 |
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"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — SWE-bench Verified Mini",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Software Engineering",
|
| 14 |
+
"benchmark_slug": "swebench_verified_mini"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Claude-3.7 Sonnet (February 2025)",
|
| 23 |
+
"id": "anthropic/claude-3-7-sonnet-20250219",
|
| 24 |
+
"developer": "anthropic",
|
| 25 |
+
"additional_details": {
|
| 26 |
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"hal_model_name": "Claude-3.7 Sonnet (February 2025)",
|
| 27 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 28 |
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"benchmark": "SWE-bench Verified Mini",
|
| 29 |
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"total_cost_usd": "117.43"
|
| 30 |
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}
|
| 31 |
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},
|
| 32 |
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"evaluation_results": [
|
| 33 |
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{
|
| 34 |
+
"evaluation_name": "SWE-bench Verified Mini",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
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"dataset_name": "SWE-bench Verified Mini",
|
| 38 |
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"url": [
|
| 39 |
+
"https://www.swebench.com",
|
| 40 |
+
"https://hal.cs.princeton.edu/swebench_verified_mini"
|
| 41 |
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]
|
| 42 |
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},
|
| 43 |
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"metric_config": {
|
| 44 |
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"evaluation_description": "Fraction of 50 verified GitHub issues resolved (0.0–1.0)",
|
| 45 |
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"lower_is_better": false,
|
| 46 |
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"score_type": "continuous",
|
| 47 |
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"min_score": 0.0,
|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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"score": 0.26,
|
| 52 |
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"details": {
|
| 53 |
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"accuracy_raw": "26.00%"
|
| 54 |
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|
| 55 |
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},
|
| 56 |
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"generation_config": {
|
| 57 |
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"generation_args": {
|
| 58 |
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"agentic_eval_config": {
|
| 59 |
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"available_tools": [
|
| 60 |
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{
|
| 61 |
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"name": "bash",
|
| 62 |
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"description": "Execute shell commands"
|
| 63 |
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},
|
| 64 |
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{
|
| 65 |
+
"name": "edit_file",
|
| 66 |
+
"description": "Edit files in the repository"
|
| 67 |
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},
|
| 68 |
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{
|
| 69 |
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"name": "read_file",
|
| 70 |
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"description": "Read files from the repository"
|
| 71 |
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}
|
| 72 |
+
]
|
| 73 |
+
}
|
| 74 |
+
},
|
| 75 |
+
"additional_details": {
|
| 76 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 77 |
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"hal_rank": "20",
|
| 78 |
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"runs": "1",
|
| 79 |
+
"verified": "True",
|
| 80 |
+
"is_pareto": "False",
|
| 81 |
+
"total_cost_usd": "117.43"
|
| 82 |
+
}
|
| 83 |
+
}
|
| 84 |
+
}
|
| 85 |
+
]
|
| 86 |
+
}
|
data/hal/hal-swebench-verified-mini/anthropic/claude-3-7-sonnet-20250219/914c1d14-d962-4b89-b818-8819a4a6d6f8.json
ADDED
|
@@ -0,0 +1,86 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
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|
|
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|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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{
|
| 2 |
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|
| 3 |
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"evaluation_id": "hal-swebench-verified-mini/swe-agent/claude-3-7-sonnet-february-2025/1782816157.4521394",
|
| 4 |
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|
| 5 |
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"source_metadata": {
|
| 6 |
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"source_name": "HAL Leaderboard — SWE-bench Verified Mini",
|
| 7 |
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|
| 8 |
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"source_organization_name": "Princeton SAgE Team",
|
| 9 |
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"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
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|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
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"benchmark_category": "Software Engineering",
|
| 14 |
+
"benchmark_slug": "swebench_verified_mini"
|
| 15 |
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}
|
| 16 |
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},
|
| 17 |
+
"eval_library": {
|
| 18 |
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"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
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},
|
| 21 |
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"model_info": {
|
| 22 |
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"name": "Claude-3.7 Sonnet (February 2025)",
|
| 23 |
+
"id": "anthropic/claude-3-7-sonnet-20250219",
|
| 24 |
+
"developer": "anthropic",
|
| 25 |
+
"additional_details": {
|
| 26 |
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"hal_model_name": "Claude-3.7 Sonnet (February 2025)",
|
| 27 |
+
"agent_scaffold": "SWE-Agent",
|
| 28 |
+
"benchmark": "SWE-bench Verified Mini",
|
| 29 |
+
"total_cost_usd": "402.69"
|
| 30 |
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}
|
| 31 |
+
},
|
| 32 |
+
"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "SWE-bench Verified Mini",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "SWE-bench Verified Mini",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://www.swebench.com",
|
| 40 |
+
"https://hal.cs.princeton.edu/swebench_verified_mini"
|
| 41 |
+
]
|
| 42 |
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},
|
| 43 |
+
"metric_config": {
|
| 44 |
+
"evaluation_description": "Fraction of 50 verified GitHub issues resolved (0.0–1.0)",
|
| 45 |
+
"lower_is_better": false,
|
| 46 |
+
"score_type": "continuous",
|
| 47 |
+
"min_score": 0.0,
|
| 48 |
+
"max_score": 1.0
|
| 49 |
+
},
|
| 50 |
+
"score_details": {
|
| 51 |
+
"score": 0.5,
|
| 52 |
+
"details": {
|
| 53 |
+
"accuracy_raw": "50.00%"
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"generation_config": {
|
| 57 |
+
"generation_args": {
|
| 58 |
+
"agentic_eval_config": {
|
| 59 |
+
"available_tools": [
|
| 60 |
+
{
|
| 61 |
+
"name": "bash",
|
| 62 |
+
"description": "Execute shell commands"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"name": "edit_file",
|
| 66 |
+
"description": "Edit files in the repository"
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"name": "read_file",
|
| 70 |
+
"description": "Read files from the repository"
|
| 71 |
+
}
|
| 72 |
+
]
|
| 73 |
+
}
|
| 74 |
+
},
|
| 75 |
+
"additional_details": {
|
| 76 |
+
"agent_scaffold": "SWE-Agent",
|
| 77 |
+
"hal_rank": "8",
|
| 78 |
+
"runs": "1",
|
| 79 |
+
"verified": "True",
|
| 80 |
+
"is_pareto": "False",
|
| 81 |
+
"total_cost_usd": "402.69"
|
| 82 |
+
}
|
| 83 |
+
}
|
| 84 |
+
}
|
| 85 |
+
]
|
| 86 |
+
}
|
data/hal/hal-swebench-verified-mini/anthropic/claude-3-7-sonnet-20250219/e4d8c87e-db09-4b9c-a9cd-f740f31ea9b4.json
ADDED
|
@@ -0,0 +1,87 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-swebench-verified-mini/swe-agent/claude-3-7-sonnet-high-february-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — SWE-bench Verified Mini",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
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|
| 11 |
+
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|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Software Engineering",
|
| 14 |
+
"benchmark_slug": "swebench_verified_mini"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Claude-3.7 Sonnet High (February 2025)",
|
| 23 |
+
"id": "anthropic/claude-3-7-sonnet-20250219",
|
| 24 |
+
"developer": "anthropic",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Claude-3.7 Sonnet High (February 2025)",
|
| 27 |
+
"agent_scaffold": "SWE-Agent",
|
| 28 |
+
"benchmark": "SWE-bench Verified Mini",
|
| 29 |
+
"inference_effort": "high",
|
| 30 |
+
"total_cost_usd": "388.88"
|
| 31 |
+
}
|
| 32 |
+
},
|
| 33 |
+
"evaluation_results": [
|
| 34 |
+
{
|
| 35 |
+
"evaluation_name": "SWE-bench Verified Mini",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "SWE-bench Verified Mini",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://www.swebench.com",
|
| 41 |
+
"https://hal.cs.princeton.edu/swebench_verified_mini"
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"metric_config": {
|
| 45 |
+
"evaluation_description": "Fraction of 50 verified GitHub issues resolved (0.0–1.0)",
|
| 46 |
+
"lower_is_better": false,
|
| 47 |
+
"score_type": "continuous",
|
| 48 |
+
"min_score": 0.0,
|
| 49 |
+
"max_score": 1.0
|
| 50 |
+
},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.54,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "54.00%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
+
"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
+
{
|
| 62 |
+
"name": "bash",
|
| 63 |
+
"description": "Execute shell commands"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "edit_file",
|
| 67 |
+
"description": "Edit files in the repository"
|
| 68 |
+
},
|
| 69 |
+
{
|
| 70 |
+
"name": "read_file",
|
| 71 |
+
"description": "Read files from the repository"
|
| 72 |
+
}
|
| 73 |
+
]
|
| 74 |
+
}
|
| 75 |
+
},
|
| 76 |
+
"additional_details": {
|
| 77 |
+
"agent_scaffold": "SWE-Agent",
|
| 78 |
+
"hal_rank": "5",
|
| 79 |
+
"runs": "1",
|
| 80 |
+
"verified": "True",
|
| 81 |
+
"is_pareto": "False",
|
| 82 |
+
"total_cost_usd": "388.88"
|
| 83 |
+
}
|
| 84 |
+
}
|
| 85 |
+
}
|
| 86 |
+
]
|
| 87 |
+
}
|
data/hal/hal-swebench-verified-mini/anthropic/claude-haiku-4-5/9c2e1ab6-ee75-4260-92c4-a30db55fdea3.json
ADDED
|
@@ -0,0 +1,87 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-swebench-verified-mini/hal-generalist-agent/claude-haiku-4-5-high-october-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — SWE-bench Verified Mini",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Software Engineering",
|
| 14 |
+
"benchmark_slug": "swebench_verified_mini"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Claude Haiku 4.5 High (October 2025)",
|
| 23 |
+
"id": "anthropic/claude-haiku-4.5",
|
| 24 |
+
"developer": "anthropic",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Claude Haiku 4.5 High (October 2025)",
|
| 27 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 28 |
+
"benchmark": "SWE-bench Verified Mini",
|
| 29 |
+
"inference_effort": "high",
|
| 30 |
+
"total_cost_usd": "65.31"
|
| 31 |
+
}
|
| 32 |
+
},
|
| 33 |
+
"evaluation_results": [
|
| 34 |
+
{
|
| 35 |
+
"evaluation_name": "SWE-bench Verified Mini",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "SWE-bench Verified Mini",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://www.swebench.com",
|
| 41 |
+
"https://hal.cs.princeton.edu/swebench_verified_mini"
|
| 42 |
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]
|
| 43 |
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},
|
| 44 |
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"metric_config": {
|
| 45 |
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"evaluation_description": "Fraction of 50 verified GitHub issues resolved (0.0–1.0)",
|
| 46 |
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"lower_is_better": false,
|
| 47 |
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"score_type": "continuous",
|
| 48 |
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"min_score": 0.0,
|
| 49 |
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"max_score": 1.0
|
| 50 |
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},
|
| 51 |
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"score_details": {
|
| 52 |
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"score": 0.44,
|
| 53 |
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"details": {
|
| 54 |
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"accuracy_raw": "44.00%"
|
| 55 |
+
}
|
| 56 |
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},
|
| 57 |
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"generation_config": {
|
| 58 |
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"generation_args": {
|
| 59 |
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"agentic_eval_config": {
|
| 60 |
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"available_tools": [
|
| 61 |
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{
|
| 62 |
+
"name": "bash",
|
| 63 |
+
"description": "Execute shell commands"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "edit_file",
|
| 67 |
+
"description": "Edit files in the repository"
|
| 68 |
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},
|
| 69 |
+
{
|
| 70 |
+
"name": "read_file",
|
| 71 |
+
"description": "Read files from the repository"
|
| 72 |
+
}
|
| 73 |
+
]
|
| 74 |
+
}
|
| 75 |
+
},
|
| 76 |
+
"additional_details": {
|
| 77 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 78 |
+
"hal_rank": "13",
|
| 79 |
+
"runs": "1",
|
| 80 |
+
"verified": "True",
|
| 81 |
+
"is_pareto": "True",
|
| 82 |
+
"total_cost_usd": "65.31"
|
| 83 |
+
}
|
| 84 |
+
}
|
| 85 |
+
}
|
| 86 |
+
]
|
| 87 |
+
}
|
data/hal/hal-swebench-verified-mini/anthropic/claude-haiku-4-5/b507ffbd-bb12-4154-a584-ca3fe63a90c6.json
ADDED
|
@@ -0,0 +1,88 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
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"evaluation_id": "hal-swebench-verified-mini/hal-generalist-agent/claude-haiku-4-5-october-2025/1782816157.4521394",
|
| 4 |
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"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
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"source_name": "HAL Leaderboard — SWE-bench Verified Mini",
|
| 7 |
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"source_type": "documentation",
|
| 8 |
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"source_organization_name": "Princeton SAgE Team",
|
| 9 |
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"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
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"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
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"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Software Engineering",
|
| 14 |
+
"benchmark_slug": "swebench_verified_mini"
|
| 15 |
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}
|
| 16 |
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},
|
| 17 |
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"eval_library": {
|
| 18 |
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"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
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},
|
| 21 |
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"model_info": {
|
| 22 |
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"name": "Claude Haiku 4.5 (October 2025)",
|
| 23 |
+
"id": "anthropic/claude-haiku-4.5",
|
| 24 |
+
"developer": "anthropic",
|
| 25 |
+
"additional_details": {
|
| 26 |
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"hal_model_name": "Claude Haiku 4.5 (October 2025)",
|
| 27 |
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"agent_scaffold": "HAL Generalist Agent",
|
| 28 |
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"benchmark": "SWE-bench Verified Mini",
|
| 29 |
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"total_cost_usd": "147.89"
|
| 30 |
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}
|
| 31 |
+
},
|
| 32 |
+
"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "SWE-bench Verified Mini",
|
| 35 |
+
"source_data": {
|
| 36 |
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"source_type": "url",
|
| 37 |
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"dataset_name": "SWE-bench Verified Mini",
|
| 38 |
+
"url": [
|
| 39 |
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"https://www.swebench.com",
|
| 40 |
+
"https://hal.cs.princeton.edu/swebench_verified_mini"
|
| 41 |
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]
|
| 42 |
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},
|
| 43 |
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"metric_config": {
|
| 44 |
+
"evaluation_description": "Fraction of 50 verified GitHub issues resolved (0.0–1.0)",
|
| 45 |
+
"lower_is_better": false,
|
| 46 |
+
"score_type": "continuous",
|
| 47 |
+
"min_score": 0.0,
|
| 48 |
+
"max_score": 1.0
|
| 49 |
+
},
|
| 50 |
+
"score_details": {
|
| 51 |
+
"score": 0.24,
|
| 52 |
+
"details": {
|
| 53 |
+
"accuracy_raw": "24.00%"
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"generation_config": {
|
| 57 |
+
"generation_args": {
|
| 58 |
+
"agentic_eval_config": {
|
| 59 |
+
"available_tools": [
|
| 60 |
+
{
|
| 61 |
+
"name": "bash",
|
| 62 |
+
"description": "Execute shell commands"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"name": "edit_file",
|
| 66 |
+
"description": "Edit files in the repository"
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"name": "read_file",
|
| 70 |
+
"description": "Read files from the repository"
|
| 71 |
+
}
|
| 72 |
+
]
|
| 73 |
+
}
|
| 74 |
+
},
|
| 75 |
+
"additional_details": {
|
| 76 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 77 |
+
"hal_rank": "24",
|
| 78 |
+
"runs": "2",
|
| 79 |
+
"verified": "True",
|
| 80 |
+
"is_pareto": "False",
|
| 81 |
+
"total_cost_usd": "147.89",
|
| 82 |
+
"cost_confidence_interval": "-60.67/+60.67",
|
| 83 |
+
"accuracy_confidence_interval": "-0.00/+0.00"
|
| 84 |
+
}
|
| 85 |
+
}
|
| 86 |
+
}
|
| 87 |
+
]
|
| 88 |
+
}
|
data/hal/hal-swebench-verified-mini/anthropic/claude-opus-4-1/00bdbfe1-49a7-44d8-a6c1-84225dda3220.json
ADDED
|
@@ -0,0 +1,88 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-swebench-verified-mini/swe-agent/claude-opus-4-1-august-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — SWE-bench Verified Mini",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
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"evaluator_relationship": "third_party",
|
| 11 |
+
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|
| 12 |
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|
| 13 |
+
"benchmark_category": "Software Engineering",
|
| 14 |
+
"benchmark_slug": "swebench_verified_mini"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Claude Opus 4.1 (August 2025)",
|
| 23 |
+
"id": "anthropic/claude-opus-4-1",
|
| 24 |
+
"developer": "anthropic",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Claude Opus 4.1 (August 2025)",
|
| 27 |
+
"agent_scaffold": "SWE-Agent",
|
| 28 |
+
"benchmark": "SWE-bench Verified Mini",
|
| 29 |
+
"total_cost_usd": "1351.35"
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "SWE-bench Verified Mini",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "SWE-bench Verified Mini",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://www.swebench.com",
|
| 40 |
+
"https://hal.cs.princeton.edu/swebench_verified_mini"
|
| 41 |
+
]
|
| 42 |
+
},
|
| 43 |
+
"metric_config": {
|
| 44 |
+
"evaluation_description": "Fraction of 50 verified GitHub issues resolved (0.0–1.0)",
|
| 45 |
+
"lower_is_better": false,
|
| 46 |
+
"score_type": "continuous",
|
| 47 |
+
"min_score": 0.0,
|
| 48 |
+
"max_score": 1.0
|
| 49 |
+
},
|
| 50 |
+
"score_details": {
|
| 51 |
+
"score": 0.61,
|
| 52 |
+
"details": {
|
| 53 |
+
"accuracy_raw": "61.00%"
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"generation_config": {
|
| 57 |
+
"generation_args": {
|
| 58 |
+
"agentic_eval_config": {
|
| 59 |
+
"available_tools": [
|
| 60 |
+
{
|
| 61 |
+
"name": "bash",
|
| 62 |
+
"description": "Execute shell commands"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"name": "edit_file",
|
| 66 |
+
"description": "Edit files in the repository"
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"name": "read_file",
|
| 70 |
+
"description": "Read files from the repository"
|
| 71 |
+
}
|
| 72 |
+
]
|
| 73 |
+
}
|
| 74 |
+
},
|
| 75 |
+
"additional_details": {
|
| 76 |
+
"agent_scaffold": "SWE-Agent",
|
| 77 |
+
"hal_rank": "3",
|
| 78 |
+
"runs": "2",
|
| 79 |
+
"verified": "True",
|
| 80 |
+
"is_pareto": "False",
|
| 81 |
+
"total_cost_usd": "1351.35",
|
| 82 |
+
"cost_confidence_interval": "-438.32/+438.32",
|
| 83 |
+
"accuracy_confidence_interval": "-7.00/+7.00"
|
| 84 |
+
}
|
| 85 |
+
}
|
| 86 |
+
}
|
| 87 |
+
]
|
| 88 |
+
}
|
data/hal/hal-swebench-verified-mini/anthropic/claude-opus-4-1/0fac8d09-73d4-4709-8c74-8dcbb784294b.json
ADDED
|
@@ -0,0 +1,86 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
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"evaluation_id": "hal-swebench-verified-mini/hal-generalist-agent/claude-opus-4-1-august-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — SWE-bench Verified Mini",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Software Engineering",
|
| 14 |
+
"benchmark_slug": "swebench_verified_mini"
|
| 15 |
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}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Claude Opus 4.1 (August 2025)",
|
| 23 |
+
"id": "anthropic/claude-opus-4-1",
|
| 24 |
+
"developer": "anthropic",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Claude Opus 4.1 (August 2025)",
|
| 27 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 28 |
+
"benchmark": "SWE-bench Verified Mini",
|
| 29 |
+
"total_cost_usd": "477.65"
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"evaluation_results": [
|
| 33 |
+
{
|
| 34 |
+
"evaluation_name": "SWE-bench Verified Mini",
|
| 35 |
+
"source_data": {
|
| 36 |
+
"source_type": "url",
|
| 37 |
+
"dataset_name": "SWE-bench Verified Mini",
|
| 38 |
+
"url": [
|
| 39 |
+
"https://www.swebench.com",
|
| 40 |
+
"https://hal.cs.princeton.edu/swebench_verified_mini"
|
| 41 |
+
]
|
| 42 |
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},
|
| 43 |
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"metric_config": {
|
| 44 |
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"evaluation_description": "Fraction of 50 verified GitHub issues resolved (0.0–1.0)",
|
| 45 |
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"lower_is_better": false,
|
| 46 |
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"score_type": "continuous",
|
| 47 |
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"min_score": 0.0,
|
| 48 |
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"max_score": 1.0
|
| 49 |
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},
|
| 50 |
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|
| 51 |
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"score": 0.42,
|
| 52 |
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"details": {
|
| 53 |
+
"accuracy_raw": "42.00%"
|
| 54 |
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}
|
| 55 |
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},
|
| 56 |
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"generation_config": {
|
| 57 |
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"generation_args": {
|
| 58 |
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"agentic_eval_config": {
|
| 59 |
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"available_tools": [
|
| 60 |
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{
|
| 61 |
+
"name": "bash",
|
| 62 |
+
"description": "Execute shell commands"
|
| 63 |
+
},
|
| 64 |
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{
|
| 65 |
+
"name": "edit_file",
|
| 66 |
+
"description": "Edit files in the repository"
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"name": "read_file",
|
| 70 |
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"description": "Read files from the repository"
|
| 71 |
+
}
|
| 72 |
+
]
|
| 73 |
+
}
|
| 74 |
+
},
|
| 75 |
+
"additional_details": {
|
| 76 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 77 |
+
"hal_rank": "15",
|
| 78 |
+
"runs": "1",
|
| 79 |
+
"verified": "True",
|
| 80 |
+
"is_pareto": "False",
|
| 81 |
+
"total_cost_usd": "477.65"
|
| 82 |
+
}
|
| 83 |
+
}
|
| 84 |
+
}
|
| 85 |
+
]
|
| 86 |
+
}
|
data/hal/hal-swebench-verified-mini/anthropic/claude-opus-4-1/4c5f3d3c-3ca4-4531-96f5-bb23f0e76738.json
ADDED
|
@@ -0,0 +1,87 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-swebench-verified-mini/hal-generalist-agent/claude-opus-4-1-high-august-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — SWE-bench Verified Mini",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
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"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Software Engineering",
|
| 14 |
+
"benchmark_slug": "swebench_verified_mini"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Claude Opus 4.1 High (August 2025)",
|
| 23 |
+
"id": "anthropic/claude-opus-4-1",
|
| 24 |
+
"developer": "anthropic",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Claude Opus 4.1 High (August 2025)",
|
| 27 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 28 |
+
"benchmark": "SWE-bench Verified Mini",
|
| 29 |
+
"inference_effort": "high",
|
| 30 |
+
"total_cost_usd": "399.93"
|
| 31 |
+
}
|
| 32 |
+
},
|
| 33 |
+
"evaluation_results": [
|
| 34 |
+
{
|
| 35 |
+
"evaluation_name": "SWE-bench Verified Mini",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "SWE-bench Verified Mini",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://www.swebench.com",
|
| 41 |
+
"https://hal.cs.princeton.edu/swebench_verified_mini"
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"metric_config": {
|
| 45 |
+
"evaluation_description": "Fraction of 50 verified GitHub issues resolved (0.0–1.0)",
|
| 46 |
+
"lower_is_better": false,
|
| 47 |
+
"score_type": "continuous",
|
| 48 |
+
"min_score": 0.0,
|
| 49 |
+
"max_score": 1.0
|
| 50 |
+
},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.46,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "46.00%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
+
"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
+
{
|
| 62 |
+
"name": "bash",
|
| 63 |
+
"description": "Execute shell commands"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "edit_file",
|
| 67 |
+
"description": "Edit files in the repository"
|
| 68 |
+
},
|
| 69 |
+
{
|
| 70 |
+
"name": "read_file",
|
| 71 |
+
"description": "Read files from the repository"
|
| 72 |
+
}
|
| 73 |
+
]
|
| 74 |
+
}
|
| 75 |
+
},
|
| 76 |
+
"additional_details": {
|
| 77 |
+
"agent_scaffold": "HAL Generalist Agent",
|
| 78 |
+
"hal_rank": "11",
|
| 79 |
+
"runs": "1",
|
| 80 |
+
"verified": "True",
|
| 81 |
+
"is_pareto": "False",
|
| 82 |
+
"total_cost_usd": "399.93"
|
| 83 |
+
}
|
| 84 |
+
}
|
| 85 |
+
}
|
| 86 |
+
]
|
| 87 |
+
}
|
data/hal/hal-swebench-verified-mini/anthropic/claude-opus-4-1/70d202b4-afae-4cb4-b042-5f845c1cce59.json
ADDED
|
@@ -0,0 +1,87 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": "0.2.2",
|
| 3 |
+
"evaluation_id": "hal-swebench-verified-mini/swe-agent/claude-opus-4-1-high-august-2025/1782816157.4521394",
|
| 4 |
+
"retrieved_timestamp": "1782816157.4521394",
|
| 5 |
+
"source_metadata": {
|
| 6 |
+
"source_name": "HAL Leaderboard — SWE-bench Verified Mini",
|
| 7 |
+
"source_type": "documentation",
|
| 8 |
+
"source_organization_name": "Princeton SAgE Team",
|
| 9 |
+
"source_organization_url": "https://hal.cs.princeton.edu",
|
| 10 |
+
"evaluator_relationship": "third_party",
|
| 11 |
+
"additional_details": {
|
| 12 |
+
"paper": "https://arxiv.org/pdf/2510.11977",
|
| 13 |
+
"benchmark_category": "Software Engineering",
|
| 14 |
+
"benchmark_slug": "swebench_verified_mini"
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"eval_library": {
|
| 18 |
+
"name": "HAL",
|
| 19 |
+
"version": "unknown"
|
| 20 |
+
},
|
| 21 |
+
"model_info": {
|
| 22 |
+
"name": "Claude Opus 4.1 High (August 2025)",
|
| 23 |
+
"id": "anthropic/claude-opus-4-1",
|
| 24 |
+
"developer": "anthropic",
|
| 25 |
+
"additional_details": {
|
| 26 |
+
"hal_model_name": "Claude Opus 4.1 High (August 2025)",
|
| 27 |
+
"agent_scaffold": "SWE-Agent",
|
| 28 |
+
"benchmark": "SWE-bench Verified Mini",
|
| 29 |
+
"inference_effort": "high",
|
| 30 |
+
"total_cost_usd": "1599.9"
|
| 31 |
+
}
|
| 32 |
+
},
|
| 33 |
+
"evaluation_results": [
|
| 34 |
+
{
|
| 35 |
+
"evaluation_name": "SWE-bench Verified Mini",
|
| 36 |
+
"source_data": {
|
| 37 |
+
"source_type": "url",
|
| 38 |
+
"dataset_name": "SWE-bench Verified Mini",
|
| 39 |
+
"url": [
|
| 40 |
+
"https://www.swebench.com",
|
| 41 |
+
"https://hal.cs.princeton.edu/swebench_verified_mini"
|
| 42 |
+
]
|
| 43 |
+
},
|
| 44 |
+
"metric_config": {
|
| 45 |
+
"evaluation_description": "Fraction of 50 verified GitHub issues resolved (0.0–1.0)",
|
| 46 |
+
"lower_is_better": false,
|
| 47 |
+
"score_type": "continuous",
|
| 48 |
+
"min_score": 0.0,
|
| 49 |
+
"max_score": 1.0
|
| 50 |
+
},
|
| 51 |
+
"score_details": {
|
| 52 |
+
"score": 0.54,
|
| 53 |
+
"details": {
|
| 54 |
+
"accuracy_raw": "54.00%"
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"generation_config": {
|
| 58 |
+
"generation_args": {
|
| 59 |
+
"agentic_eval_config": {
|
| 60 |
+
"available_tools": [
|
| 61 |
+
{
|
| 62 |
+
"name": "bash",
|
| 63 |
+
"description": "Execute shell commands"
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"name": "edit_file",
|
| 67 |
+
"description": "Edit files in the repository"
|
| 68 |
+
},
|
| 69 |
+
{
|
| 70 |
+
"name": "read_file",
|
| 71 |
+
"description": "Read files from the repository"
|
| 72 |
+
}
|
| 73 |
+
]
|
| 74 |
+
}
|
| 75 |
+
},
|
| 76 |
+
"additional_details": {
|
| 77 |
+
"agent_scaffold": "SWE-Agent",
|
| 78 |
+
"hal_rank": "6",
|
| 79 |
+
"runs": "1",
|
| 80 |
+
"verified": "True",
|
| 81 |
+
"is_pareto": "False",
|
| 82 |
+
"total_cost_usd": "1599.9"
|
| 83 |
+
}
|
| 84 |
+
}
|
| 85 |
+
}
|
| 86 |
+
]
|
| 87 |
+
}
|