eval-harness

dataset

ag_news_200

200 items · 63 arms. Headline: each arm's own primary metric, mean over its items; arms with different primary metrics are not ranked against each other.

baseline, promoted 2026-10-25

ag_bert_mini_n200_v1

bert_mini (44 MB, $0 marginal), for labels that follow AG News's house convention: 0.9450, not significantly different from bert_base_ta (0.9600, p = 0.55), and 11× faster on one Linux machine (4.3 vs 49 ms median). REPORT_CLASSIFICATION, executive summary and §3.1.

Inspect the 33 arms on correct, scored against gold/ag_news_200Inspect the 30 arms on correct, scored against gold/ag_news_200_adj1Open its sheet

goals: News topic classification (AG News)

01arms

scored against silverscored by a judgewrote the reference it is scored againstscored against a label set, not a reference setunmarked rows are scored against gold

63 shown
armmetricmeanitemscost per itemspeed per itemrunsscored against
ag_bert_base_ta_n200_v1
run on Linux/x86_64, 4 CPUs
correct0.960200$0.000000p50 64 · p95 114 ms1gold/ag_news_200 goldinspect
ag_bert_base_ta_n200_v1 · linux
run on Linux/x86_64, 4 CPUs
correct0.960200$0.000000p50 49 · p95 91 ms1gold/ag_news_200 goldinspect
ag_bert_base_fy_n200_v1
run on Linux/x86_64, 4 CPUs
correct0.950200$0.000000p50 69 · p95 118 ms1gold/ag_news_200 goldinspect
ag_bert_base_fy_n200_v1 · linux
run on Linux/x86_64, 4 CPUs
correct0.950200$0.000000p50 55 · p95 322 ms1gold/ag_news_200 goldinspect
ag_bert_mini_n200_v1 baseline
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.945200$0.000000p50 6.3 · p95 12 ms1gold/ag_news_200 goldinspect
ag_bert_mini_n200_v1 · linux
run on Linux/x86_64, 4 CPUs
correct0.945200$0.000000p50 4.3 · p95 7 ms1gold/ag_news_200 goldinspect
ag_anthropic_m_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.910200$0.000351 · 155 tokp50 1,884 · p95 2,224 ms1gold/ag_news_200 goldinspect
ag_anthropic_l_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.900200$0.000875 · 155 tokp50 1,881 · p95 2,411 ms1gold/ag_news_200 goldinspect
ag_openai_m_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.895200$0.000636 · 100 tokp50 1,079 · p95 1,380 ms1gold/ag_news_200 goldinspect
ag_openai_l_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.890200$0.000244 · 100 tokp50 1,153 · p95 1,626 ms1gold/ag_news_200 goldinspect
ag_qwen_m_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.885200$0.000035 · 104 tokp50 905 · p95 1,176 ms1gold/ag_news_200 goldinspect
ag_llama_m_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.880200$0.000020 · 106 tokp50 682 · p95 3,527 ms1gold/ag_news_200 goldinspect
ag_gemma_s_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.875200$0.000011 · 103 tokp50 561 · p95 1,396 ms1gold/ag_news_200 goldinspect
ag_mistral_l_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.875200$0.000052 · 98 tokp50 595 · p95 56,011 ms1gold/ag_news_200 goldinspect
ag_qwen_s_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.875200$0.000018 · 117 tokp50 971 · p95 1,803 ms1gold/ag_news_200 goldinspect
ag_deepseek_l_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.870200$0.000057 · 96 tokp50 1,242 · p95 2,329 ms1gold/ag_news_200 goldinspect
ag_gemma_l_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.870200$0.000014 · 106 tokp50 519 · p95 1,749 ms1gold/ag_news_200 goldinspect
ag_qwen_l_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.870200$0.000082 · 100 tokp50 2,895 · p95 4,011 ms1gold/ag_news_200 goldinspect
ag_glm_l_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.860200$0.000093 · 104 tokp50 1,322 · p95 3,893 ms1gold/ag_news_200 goldinspect
ag_glm_m_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.860200$0.000053 · 99 tokp50 1,130 · p95 5,862 ms1gold/ag_news_200 goldinspect
ag_mistral_m_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.860200$0.000048 · 110 tokp50 397 · p95 718 ms1gold/ag_news_200 goldinspect
ag_mistral_s_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.860200$0.000010 · 98 tokp50 661 · p95 1,224 ms1gold/ag_news_200 goldinspect
ag_openai_s_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.860200$0.000095 · 100 tokp50 828 · p95 1,100 ms1gold/ag_news_200 goldinspect
ag_gemma_m_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.855200$0.000008 · 106 tokp50 523 · p95 1,164 ms1gold/ag_news_200 goldinspect
ag_glm_s_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.850200$0.000014 · 100 tokp50 1,084 · p95 1,946 ms1gold/ag_news_200 goldinspect
ag_deepseek_m_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.845200$0.000022 · 96 tokp50 663 · p95 1,538 ms1gold/ag_news_200 goldinspect
ag_anthropic_s_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.840200$0.000127 · 109 tokp50 937 · p95 1,218 ms1gold/ag_news_200 goldinspect
ag_deepseek_s_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.840200$0.000007 · 96 tokp50 1,229 · p95 3,523 ms1gold/ag_news_200 goldinspect
ag_llama_l_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.840200$0.000021 · 100 tokp50 635 · p95 1,582 ms1gold/ag_news_200 goldinspect
ag_llama_s_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.835200$0.000013 · 100 tokp50 699 · p95 1,540 ms1gold/ag_news_200 goldinspect
ag_bart_mnli_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.700200$0.000000p50 1,286 · p95 2,403 ms1gold/ag_news_200 goldinspect
ag_keyword_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.670200$0.000000p50 0.038 · p95 0.089 ms1gold/ag_news_200 goldinspect
ag_constant_n200_v1
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.250200$0.000000p50 0.002 · p95 0.002 ms1gold/ag_news_200 goldinspect
ag_anthropic_l_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.985200$0.000875 · 155 tokp50 1,881 · p95 2,411 ms1gold/ag_news_200_adj1 goldinspect
ag_openai_m_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.980200$0.000636 · 100 tokp50 1,079 · p95 1,380 ms1gold/ag_news_200_adj1 goldinspect
ag_openai_l_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.975200$0.000244 · 100 tokp50 1,153 · p95 1,626 ms1gold/ag_news_200_adj1 goldinspect
ag_anthropic_m_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.965200$0.000351 · 155 tokp50 1,884 · p95 2,224 ms1gold/ag_news_200_adj1 goldinspect
ag_llama_m_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.965200$0.000020 · 106 tokp50 682 · p95 3,527 ms1gold/ag_news_200_adj1 goldinspect
ag_gemma_s_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.960200$0.000011 · 103 tokp50 561 · p95 1,396 ms1gold/ag_news_200_adj1 goldinspect
ag_qwen_m_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.960200$0.000035 · 104 tokp50 905 · p95 1,176 ms1gold/ag_news_200_adj1 goldinspect
ag_qwen_s_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.960200$0.000018 · 117 tokp50 971 · p95 1,803 ms1gold/ag_news_200_adj1 goldinspect
ag_deepseek_l_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.955200$0.000057 · 96 tokp50 1,242 · p95 2,329 ms1gold/ag_news_200_adj1 goldinspect
ag_gemma_l_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.955200$0.000014 · 106 tokp50 519 · p95 1,749 ms1gold/ag_news_200_adj1 goldinspect
ag_qwen_l_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.955200$0.000082 · 100 tokp50 2,895 · p95 4,011 ms1gold/ag_news_200_adj1 goldinspect
ag_mistral_l_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.950200$0.000052 · 98 tokp50 595 · p95 56,011 ms1gold/ag_news_200_adj1 goldinspect
ag_glm_l_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.945200$0.000093 · 104 tokp50 1,322 · p95 3,893 ms1gold/ag_news_200_adj1 goldinspect
ag_glm_m_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.945200$0.000053 · 99 tokp50 1,130 · p95 5,862 ms1gold/ag_news_200_adj1 goldinspect
ag_mistral_m_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.945200$0.000048 · 110 tokp50 397 · p95 718 ms1gold/ag_news_200_adj1 goldinspect
ag_openai_s_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.945200$0.000095 · 100 tokp50 828 · p95 1,100 ms1gold/ag_news_200_adj1 goldinspect
ag_gemma_m_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.940200$0.000008 · 106 tokp50 523 · p95 1,164 ms1gold/ag_news_200_adj1 goldinspect
ag_glm_s_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.935200$0.000014 · 100 tokp50 1,084 · p95 1,946 ms1gold/ag_news_200_adj1 goldinspect
ag_mistral_s_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.930200$0.000010 · 98 tokp50 661 · p95 1,224 ms1gold/ag_news_200_adj1 goldinspect
ag_anthropic_s_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.925200$0.000127 · 109 tokp50 937 · p95 1,218 ms1gold/ag_news_200_adj1 goldinspect
ag_deepseek_m_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.925200$0.000022 · 96 tokp50 663 · p95 1,538 ms1gold/ag_news_200_adj1 goldinspect
ag_deepseek_s_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.925200$0.000007 · 96 tokp50 1,229 · p95 3,523 ms1gold/ag_news_200_adj1 goldinspect
ag_llama_l_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.925200$0.000021 · 100 tokp50 635 · p95 1,582 ms1gold/ag_news_200_adj1 goldinspect
ag_llama_s_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.920200$0.000013 · 100 tokp50 699 · p95 1,540 ms1gold/ag_news_200_adj1 goldinspect
ag_bert_base_fy_n200_v1 · adjudicated
run on Linux/x86_64, 4 CPUs
correct0.905200$0.000000p50 69 · p95 118 ms1gold/ag_news_200_adj1 goldinspect
ag_bert_base_ta_n200_v1 · adjudicated
run on Linux/x86_64, 4 CPUs
correct0.905200$0.000000p50 64 · p95 114 ms1gold/ag_news_200_adj1 goldinspect
ag_bert_mini_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.905200$0.000000p50 6.3 · p95 12 ms1gold/ag_news_200_adj1 goldinspect
ag_bart_mnli_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.755200$0.000000p50 1,286 · p95 2,403 ms1gold/ag_news_200_adj1 goldinspect
ag_keyword_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.670200$0.000000p50 0.038 · p95 0.089 ms1gold/ag_news_200_adj1 goldinspect
ag_constant_n200_v1 · adjudicated
run on mac-dev · Darwin/x86_64, 12 CPUs
correct0.225200$0.000000p50 0.002 · p95 0.002 ms1gold/ag_news_200_adj1 goldinspect

02what's inside

200 items, text, 15–136 words (median 40, middle half 32–46).

Source: fancyzhx/ag_news (test split). The text stays there; each item below links to its row.

05010015–27 words: 3528–40 words: 6641–53 words: 7954–66 words: 1067–79 words: 580–92 words: 193–105 words: 2106–118 words: 1132–144 words: 115–2728–4041–5354–6667–7980–9293–105106–118119–131132–144

the gold

gold/ag_news_200: 4 labels

labelitemsshare
Business5025%
Sci/Tech5025%
Sports5025%
World5025%

gold/ag_news_200_adj1: not profiled: its texts were not on the machine that wrote this profile

200 shown
itemwordsgoldopen
00ea08cd9ddb43Sci/Techsource ↗ · inspect
013ffb81b47f25Businesssource ↗ · inspect
025e55c229d125Sportssource ↗ · inspect
03c6df7aff4937Sci/Techsource ↗ · inspect
05c8fd48d2da46Worldsource ↗ · inspect
07c061214a6948Sci/Techsource ↗ · inspect
0b4eaf472af746Sci/Techsource ↗ · inspect
0c47eb9eeb6c67Sportssource ↗ · inspect
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0e355083663d85Sci/Techsource ↗ · inspect
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0eab512d1fa843Worldsource ↗ · inspect
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e5e391a686cd39Sportssource ↗ · inspect
e7a7d5b7847463Worldsource ↗ · inspect
eba3bd1d9afc35Sci/Techsource ↗ · inspect
ec2b0edd2bbf33Businesssource ↗ · inspect
ec900e23cb6040Sportssource ↗ · inspect
eced564834db64Worldsource ↗ · inspect
edb4cc1eb42721Sci/Techsource ↗ · inspect
f031d2d8f79d44Worldsource ↗ · inspect
f3a6c810727927Worldsource ↗ · inspect
f74f8d02526117Sci/Techsource ↗ · inspect
f75e90a4b9e146Businesssource ↗ · inspect
f7e841f26bfc39Businesssource ↗ · inspect
f82b4a28bb3649Worldsource ↗ · inspect

Each row is the profile evh dataset-items --dataset-id ag_news_200 prints; inspect opens the item in the inspector with the dataset's largest group of comparable arms, and its text where the inspector runs on a machine that has it.

03reference sets

04labels

No labels yet. A sheet to fill: evh label-sheet --dataset-id ag_news_200 --out sheet.csv; a run's outputs as a model set: evh label-from-run --run R --set S.