Download dataset.json from typesafeAI/evalsafe-customer-service: direct link, hf CLI and curl.
- Browser
- Download file 8.19 kB
-
https://huggingface.co/datasets/typesafeAI/evalsafe-customer-service/resolve/main/dataset.json
- Command line
-
hf download hf://datasets/typesafeAI/evalsafe-customer-service/dataset.json
-
curl -L -o dataset.json https://huggingface.co/datasets/typesafeAI/evalsafe-customer-service/resolve/main/dataset.json
8.19 kB
| { | |
| "title": "Customer service", | |
| "workflow": "customer_service", | |
| "snapshot_date": "2026-09-28", | |
| "default_reference": "consensus", | |
| "labelsets": [ | |
| "openai", | |
| "anthropic", | |
| "consensus" | |
| ], | |
| "policies": [ | |
| { | |
| "policy_id": "A", | |
| "title": "A" | |
| }, | |
| { | |
| "policy_id": "B", | |
| "title": "B" | |
| }, | |
| { | |
| "policy_id": "C", | |
| "title": "C" | |
| } | |
| ], | |
| "metrics": [ | |
| { | |
| "metric_id": "accuracy", | |
| "title": "Exact action-set accuracy", | |
| "comparison": "exact_actions" | |
| } | |
| ], | |
| "blend": { | |
| "method": "mean_probabilities", | |
| "missing_source": "use_available_source", | |
| "question_alignment": "same case, node, question definition and state" | |
| }, | |
| "coverage": { | |
| "cases": 204, | |
| "questions": 3287, | |
| "openai_cases": 204, | |
| "openai_opus_fallback_cases": 0, | |
| "anthropic_cases": 204, | |
| "anthropic_opus_fallback_cases": 0, | |
| "consensus_cases": 204, | |
| "consensus_opus_fallback_cases": 0, | |
| "runs": 9, | |
| "run_results": 1836, | |
| "run_questions": 29204 | |
| }, | |
| "encodings": { | |
| "*_json": "JSON-encoded UTF-8 text", | |
| "probabilities": "list of option/probability pairs" | |
| }, | |
| "runs": { | |
| "code-anthropic-claude-haiku-4-5-default-d63e9617cb49": { | |
| "model": { | |
| "name": "claude-haiku-4-5", | |
| "provider": "anthropic", | |
| "reasoning_effort": "default", | |
| "question_mode": "all" | |
| }, | |
| "cases": 204, | |
| "decisions": 612, | |
| "questions": 3236, | |
| "scores": [ | |
| { | |
| "metric_id": "accuracy", | |
| "value": 0.553921568627451, | |
| "denominator": 612 | |
| } | |
| ], | |
| "mean_cost_usd": 0.007350911764705883, | |
| "cost_cases": 204, | |
| "mean_wall_time_s": 8.790272221405758, | |
| "wall_time_cases": 204, | |
| "mean_summed_call_time_s": 8.78951147092819, | |
| "summed_call_time_cases": 204, | |
| "cost_bases": [ | |
| "estimated_uncached" | |
| ] | |
| }, | |
| "code-anthropic-claude-opus-5-default-f172dd0e6c00": { | |
| "model": { | |
| "name": "claude-opus-5", | |
| "provider": "anthropic", | |
| "reasoning_effort": "default", | |
| "question_mode": "all" | |
| }, | |
| "cases": 204, | |
| "decisions": 612, | |
| "questions": 3266, | |
| "scores": [ | |
| { | |
| "metric_id": "accuracy", | |
| "value": 0.7238562091503268, | |
| "denominator": 612 | |
| } | |
| ], | |
| "mean_cost_usd": 0.05788924019607843, | |
| "cost_cases": 204, | |
| "mean_wall_time_s": 16.610243713037526, | |
| "wall_time_cases": 204, | |
| "mean_summed_call_time_s": 16.609724242833682, | |
| "summed_call_time_cases": 204, | |
| "cost_bases": [ | |
| "estimated_uncached" | |
| ] | |
| }, | |
| "code-anthropic-claude-sonnet-5-default-c8a179364ad7": { | |
| "model": { | |
| "name": "claude-sonnet-5", | |
| "provider": "anthropic", | |
| "reasoning_effort": "default", | |
| "question_mode": "all" | |
| }, | |
| "cases": 204, | |
| "decisions": 612, | |
| "questions": 3280, | |
| "scores": [ | |
| { | |
| "metric_id": "accuracy", | |
| "value": 0.6928104575163399, | |
| "denominator": 612 | |
| } | |
| ], | |
| "mean_cost_usd": 0.02635137254901961, | |
| "cost_cases": 204, | |
| "mean_wall_time_s": 14.336645960371813, | |
| "wall_time_cases": 204, | |
| "mean_summed_call_time_s": 14.336151074526795, | |
| "summed_call_time_cases": 204, | |
| "cost_bases": [ | |
| "estimated_uncached" | |
| ] | |
| }, | |
| "code-fireworks-deepseek-v4-flash-0731-default-a6087853840b": { | |
| "model": { | |
| "name": "accounts/fireworks/models/deepseek-v4-flash-0731", | |
| "provider": "fireworks", | |
| "reasoning_effort": "default", | |
| "question_mode": "all" | |
| }, | |
| "cases": 204, | |
| "decisions": 612, | |
| "questions": 3280, | |
| "scores": [ | |
| { | |
| "metric_id": "accuracy", | |
| "value": 0.7679738562091504, | |
| "denominator": 612 | |
| } | |
| ], | |
| "mean_cost_usd": 0.002850576666666667, | |
| "cost_cases": 204, | |
| "mean_wall_time_s": 34.5697924340105, | |
| "wall_time_cases": 204, | |
| "mean_summed_call_time_s": 34.56927593259538, | |
| "summed_call_time_cases": 204, | |
| "cost_bases": [ | |
| "estimated_uncached" | |
| ] | |
| }, | |
| "code-fireworks-deepseek-v4-pro-0813-default-365cf979d29c": { | |
| "model": { | |
| "name": "accounts/fireworks/models/deepseek-v4-pro-0813", | |
| "provider": "fireworks", | |
| "reasoning_effort": "default", | |
| "question_mode": "all" | |
| }, | |
| "cases": 204, | |
| "decisions": 612, | |
| "questions": 3276, | |
| "scores": [ | |
| { | |
| "metric_id": "accuracy", | |
| "value": 0.761437908496732, | |
| "denominator": 612 | |
| } | |
| ], | |
| "mean_cost_usd": 0.023154514705882354, | |
| "cost_cases": 204, | |
| "mean_wall_time_s": 58.56676029024175, | |
| "wall_time_cases": 204, | |
| "mean_summed_call_time_s": 58.5662230808281, | |
| "summed_call_time_cases": 204, | |
| "cost_bases": [ | |
| "estimated_uncached" | |
| ] | |
| }, | |
| "code-openai-gpt-5.6-luna-default-aa4404279183": { | |
| "model": { | |
| "name": "gpt-5.6-luna", | |
| "provider": "openai", | |
| "reasoning_effort": "default", | |
| "question_mode": "all" | |
| }, | |
| "cases": 204, | |
| "decisions": 612, | |
| "questions": 3209, | |
| "scores": [ | |
| { | |
| "metric_id": "accuracy", | |
| "value": 0.7140522875816994, | |
| "denominator": 612 | |
| } | |
| ], | |
| "mean_cost_usd": 0.0013295960784313727, | |
| "cost_cases": 204, | |
| "mean_wall_time_s": 8.764105128906165, | |
| "wall_time_cases": 204, | |
| "mean_summed_call_time_s": 8.76364097778295, | |
| "summed_call_time_cases": 204, | |
| "cost_bases": [ | |
| "estimated_uncached" | |
| ] | |
| }, | |
| "code-openai-gpt-5.6-sol-default-7502951ef755": { | |
| "model": { | |
| "name": "gpt-5.6-sol", | |
| "provider": "openai", | |
| "reasoning_effort": "default", | |
| "question_mode": "all" | |
| }, | |
| "cases": 204, | |
| "decisions": 612, | |
| "questions": 3229, | |
| "scores": [ | |
| { | |
| "metric_id": "accuracy", | |
| "value": 0.7826797385620915, | |
| "denominator": 612 | |
| } | |
| ], | |
| "mean_cost_usd": 0.03229411764705883, | |
| "cost_cases": 204, | |
| "mean_wall_time_s": 10.14538173614111, | |
| "wall_time_cases": 204, | |
| "mean_summed_call_time_s": 10.144910455658557, | |
| "summed_call_time_cases": 204, | |
| "cost_bases": [ | |
| "estimated_uncached" | |
| ] | |
| }, | |
| "code-openai-gpt-5.6-terra-default-22ad6b1477b9": { | |
| "model": { | |
| "name": "gpt-5.6-terra", | |
| "provider": "openai", | |
| "reasoning_effort": "default", | |
| "question_mode": "all" | |
| }, | |
| "cases": 204, | |
| "decisions": 612, | |
| "questions": 3158, | |
| "scores": [ | |
| { | |
| "metric_id": "accuracy", | |
| "value": 0.7271241830065359, | |
| "denominator": 612 | |
| } | |
| ], | |
| "mean_cost_usd": 0.011057607843137257, | |
| "cost_cases": 204, | |
| "mean_wall_time_s": 5.998082326374738, | |
| "wall_time_cases": 204, | |
| "mean_summed_call_time_s": 5.997633185609718, | |
| "summed_call_time_cases": 204, | |
| "cost_bases": [ | |
| "estimated_uncached" | |
| ] | |
| }, | |
| "code-typesafe-jev-1.13.0-off-0db7e885e1f2": { | |
| "model": { | |
| "name": "jev-1.13.0", | |
| "provider": "typesafe", | |
| "reasoning_effort": "off", | |
| "question_mode": "all" | |
| }, | |
| "cases": 204, | |
| "decisions": 612, | |
| "questions": 3270, | |
| "scores": [ | |
| { | |
| "metric_id": "accuracy", | |
| "value": 0.7598039215686274, | |
| "denominator": 612 | |
| } | |
| ], | |
| "mean_cost_usd": 0.00010711111764705883, | |
| "cost_cases": 204, | |
| "mean_wall_time_s": 0.3749091791025564, | |
| "wall_time_cases": 204, | |
| "mean_summed_call_time_s": 0.3744574425589092, | |
| "summed_call_time_cases": 204, | |
| "cost_bases": [ | |
| "estimated_uncached" | |
| ] | |
| } | |
| }, | |
| "run_results": { | |
| "route": "code", | |
| "reference": "consensus", | |
| "primary_metric": "accuracy", | |
| "selection": "Final plots: highest primary accuracy per selected model configuration.", | |
| "overall_aggregation": "Equal workflow means for configurations represented in all four workflows." | |
| } | |
| } | |