dataset
few_nerd_280
280 items · 28 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
span_marker (0.7674, $0, 499 MB on a CPU) differs significantly from all 27 other arms: with labelled data in a fixed taxonomy, fine-tune a small tagger. REPORT_NER, executive summary. Promoted with --allow-dirty: this rescore was written from a dirty tree on 2026-10-01; on 2026-10-25 today's clean code re-scored it from its stored outputs identically, item by item.
Inspect the 28 arms on f1, scored against gold/few_nerd_280Open its sheet
01arms
scored against silverscored by a judgescored against a label set, not a reference setunmarked rows are scored against gold
28 shown
| arm | metric | mean | items | cost per item | speed per item | runs | scored against | |
|---|---|---|---|---|---|---|---|---|
| fn_span_marker_n200_v1 baseline | f1 | 0.767 | 280 | $0.000000 | p50 630 · p95 1,217 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_openai_m_n200_v1 | f1 | 0.686 | 280 | $0.002324 · 174 tok | p50 1,490 · p95 2,322 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_anthropic_l_n200_v1 | f1 | 0.680 | 280 | $0.002463 · 233 tok | p50 2,651 · p95 4,020 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_gemma_m_n200_v1 | f1 | 0.673 | 280 | $0.000032 · 203 tok | p50 1,759 · p95 10,254 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_openai_l_n200_v1 | f1 | 0.672 | 280 | $0.000612 · 154 tok | p50 1,804 · p95 2,890 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_anthropic_m_n200_v1 | f1 | 0.666 | 280 | $0.001016 · 236 tok | p50 2,511 · p95 3,392 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_qwen_s_n200_v1 | f1 | 0.665 | 280 | $0.000056 · 213 tok | p50 1,893 · p95 3,747 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_qwen_m_n200_v1 | f1 | 0.655 | 280 | $0.000142 · 204 tok | p50 2,094 · p95 4,116 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_gemma_l_n200_v1 | f1 | 0.648 | 280 | $0.000048 · 206 tok | p50 2,458 · p95 7,003 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_qwen_l_n200_v1 | f1 | 0.624 | 280 | $0.000258 · 161 tok | p50 1,548 · p95 2,671 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_deepseek_m_n200_v1 | f1 | 0.615 | 280 | $0.000071 · 172 tok | p50 919 · p95 3,161 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_llama_l_n200_v1 | f1 | 0.599 | 280 | $0.000063 · 176 tok | p50 3,713 · p95 12,665 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_mistral_l_n200_v1 | f1 | 0.598 | 280 | $0.000150 · 176 tok | p50 1,548 · p95 57,451 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_openai_s_n200_v1 | f1 | 0.595 | 280 | $0.000280 · 158 tok | p50 1,121 · p95 1,571 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_glm_m_n200_v1 | f1 | 0.594 | 280 | $0.000159 · 177 tok | p50 2,167 · p95 7,803 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_mistral_m_n200_v1 | f1 | 0.591 | 280 | $0.000165 · 183 tok | p50 739 · p95 1,294 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_deepseek_l_n200_v1 | f1 | 0.587 | 280 | $0.000305 · 180 tok | p50 3,036 · p95 7,752 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_anthropic_s_n200_v1 | f1 | 0.584 | 280 | $0.000554 · 210 tok | p50 1,241 · p95 1,902 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_deepseek_s_n200_v1 | f1 | 0.576 | 280 | $0.000032 · 176 tok | p50 1,782 · p95 5,277 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_llama_m_n200_v1 | f1 | 0.574 | 280 | $0.000069 · 207 tok | p50 3,203 · p95 15,183 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_llama_s_n200_v1 | f1 | 0.569 | 280 | $0.000037 · 185 tok | p50 2,354 · p95 5,653 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_glm_l_n200_v1 | f1 | 0.566 | 280 | $0.000365 · 252 tok | p50 2,096 · p95 8,249 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_glm_s_n200_v1 | f1 | 0.553 | 280 | $0.000069 · 184 tok | p50 1,966 · p95 3,882 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_gemma_s_n200_v1 | f1 | 0.550 | 280 | $0.000033 · 215 tok | p50 3,792 · p95 13,451 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_mistral_s_n200_v1 | f1 | 0.524 | 280 | $0.000027 · 182 tok | p50 1,827 · p95 4,100 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_gliner_n200_v1 | f1 | 0.454 | 280 | $0.000000 | p50 158 · p95 239 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_capitalized_n200_v1 | f1 | 0.191 | 280 | $0.000000 | p50 0.032 · p95 0.066 ms | 1 | gold/few_nerd_280 gold | inspect |
| fn_nothing_n200_v1 | f1 | 0.125 | 280 | $0.000000 | p50 0.002 · p95 0.004 ms | 1 | gold/few_nerd_280 gold | inspect |
02what's inside
280 items, text, 5–99 words (median 23, middle half 16–33).
Source: DFKI-SLT/few-nerd (test split). The text stays there; each item below links to its row.
the gold
gold/few_nerd_280: a list per item, 0–16 entries, median 2
280 shown
| item | words | gold | open |
|---|---|---|---|
0040170d9b30 | 48 | 2 entries | source ↗ · inspect |
009e011601e7 | 32 | 2 entries | source ↗ · inspect |
0137582f0bcf | 19 | 1 entries | source ↗ · inspect |
0194f3cecd17 | 18 | 0 entries | source ↗ · inspect |
03c8cd8517ab | 32 | 1 entries | source ↗ · inspect |
05053bf2e3ed | 26 | 1 entries | source ↗ · inspect |
067318c51b8c | 14 | 1 entries | source ↗ · inspect |
083ec69d6b6e | 23 | 4 entries | source ↗ · inspect |
0989903e3330 | 23 | 0 entries | source ↗ · inspect |
0a78fa046ef5 | 12 | 1 entries | source ↗ · inspect |
0ad4d8989c16 | 27 | 1 entries | source ↗ · inspect |
0bb82665c509 | 22 | 4 entries | source ↗ · inspect |
0c903c6a3b98 | 18 | 2 entries | source ↗ · inspect |
0d9666f7f385 | 23 | 0 entries | source ↗ · inspect |
0dcec3fe6689 | 23 | 3 entries | source ↗ · inspect |
0e25cec61da2 | 29 | 5 entries | source ↗ · inspect |
0e88aabc5a04 | 17 | 0 entries | source ↗ · inspect |
0efd80adbf45 | 11 | 1 entries | source ↗ · inspect |
0f581f9ac261 | 27 | 4 entries | source ↗ · inspect |
0fd56d48992d | 5 | 0 entries | source ↗ · inspect |
0fdb825dcd51 | 22 | 3 entries | source ↗ · inspect |
100f09d9ab92 | 23 | 4 entries | source ↗ · inspect |
114599c4db48 | 27 | 2 entries | source ↗ · inspect |
11e07d52a178 | 14 | 1 entries | source ↗ · inspect |
13d8a0d6cc6d | 34 | 2 entries | source ↗ · inspect |
1428be85fb66 | 24 | 1 entries | source ↗ · inspect |
14f359df5982 | 27 | 4 entries | source ↗ · inspect |
154350ae6e7f | 33 | 4 entries | source ↗ · inspect |
16e664a92aea | 19 | 0 entries | source ↗ · inspect |
17160ad9c175 | 7 | 0 entries | source ↗ · inspect |
17656d31bd1b | 20 | 3 entries | source ↗ · inspect |
184098570107 | 11 | 2 entries | source ↗ · inspect |
191fb6f80dc3 | 62 | 10 entries | source ↗ · inspect |
1985ab09043b | 16 | 2 entries | source ↗ · inspect |
1996f8ce65e3 | 36 | 5 entries | source ↗ · inspect |
1aa19b265dcd | 7 | 1 entries | source ↗ · inspect |
1c73e93d13a6 | 28 | 4 entries | source ↗ · inspect |
1d43e323929b | 70 | 10 entries | source ↗ · inspect |
1d54602b9f08 | 29 | 3 entries | source ↗ · inspect |
1e099a2582be | 17 | 2 entries | source ↗ · inspect |
1e39a6ccdcf8 | 31 | 4 entries | source ↗ · inspect |
1e6e5439bc7a | 54 | 9 entries | source ↗ · inspect |
1f007e7e7bc7 | 36 | 2 entries | source ↗ · inspect |
201c411a53a3 | 22 | 2 entries | source ↗ · inspect |
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2a2d69db61de | 30 | 3 entries | source ↗ · inspect |
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31ceaaed5c87 | 14 | 2 entries | source ↗ · inspect |
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87024c1d50f0 | 27 | 3 entries | source ↗ · inspect |
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8f0ac2c29566 | 8 | 1 entries | source ↗ · inspect |
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9785726b5c82 | 19 | 2 entries | source ↗ · inspect |
99550cb6459a | 14 | 2 entries | source ↗ · inspect |
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9d55b2eabb80 | 8 | 1 entries | source ↗ · inspect |
9dfc589dc05d | 20 | 2 entries | source ↗ · inspect |
9e1ac71e83f9 | 43 | 6 entries | source ↗ · inspect |
9e654509adb6 | 12 | 0 entries | source ↗ · inspect |
9e6f8f7c28a6 | 15 | 2 entries | source ↗ · inspect |
a111755e72cc | 11 | 1 entries | source ↗ · inspect |
a1c67bbfe0ea | 31 | 2 entries | source ↗ · inspect |
a35043bbe9ab | 24 | 2 entries | source ↗ · inspect |
a3b05d9b5fd1 | 19 | 2 entries | source ↗ · inspect |
a40ed39cc49e | 18 | 0 entries | source ↗ · inspect |
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a565341e2cf6 | 19 | 2 entries | source ↗ · inspect |
a585127dfafe | 31 | 2 entries | source ↗ · inspect |
a66963eb19ce | 24 | 3 entries | source ↗ · inspect |
a66d86d02034 | 32 | 5 entries | source ↗ · inspect |
a68981540c14 | 16 | 2 entries | source ↗ · inspect |
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a870a7869789 | 9 | 1 entries | source ↗ · inspect |
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acb8a8dd627a | 41 | 0 entries | source ↗ · inspect |
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b0d96c600ed9 | 43 | 6 entries | source ↗ · inspect |
b1bd7568935c | 10 | 2 entries | source ↗ · inspect |
b1dfb240c31f | 33 | 3 entries | source ↗ · inspect |
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b36fbc0e97c5 | 25 | 1 entries | source ↗ · inspect |
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ba15dd01dff4 | 18 | 2 entries | source ↗ · inspect |
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bb6551b8be12 | 31 | 5 entries | source ↗ · inspect |
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ce037b805aa6 | 22 | 0 entries | source ↗ · inspect |
ce3acb23131f | 32 | 0 entries | source ↗ · inspect |
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d2bb81825498 | 41 | 8 entries | source ↗ · inspect |
d2f88f44058d | 25 | 2 entries | source ↗ · inspect |
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dcc5b5ca25ad | 24 | 1 entries | source ↗ · inspect |
de3b49d1b113 | 28 | 2 entries | source ↗ · inspect |
e115fab643e7 | 22 | 2 entries | source ↗ · inspect |
e122e5c79be3 | 17 | 1 entries | source ↗ · inspect |
e1da206d02a7 | 42 | 4 entries | source ↗ · inspect |
e2059038b2ec | 39 | 16 entries | source ↗ · inspect |
e23230083c87 | 15 | 2 entries | source ↗ · inspect |
e2931e27a24c | 34 | 2 entries | source ↗ · inspect |
e2c081c836c5 | 16 | 0 entries | source ↗ · inspect |
e2e24815a6a4 | 16 | 2 entries | source ↗ · inspect |
e562fd65ba86 | 27 | 3 entries | source ↗ · inspect |
e68137f0b4aa | 16 | 2 entries | source ↗ · inspect |
e6ff2af00600 | 22 | 1 entries | source ↗ · inspect |
e83f20b42aa0 | 16 | 1 entries | source ↗ · inspect |
e99d096e68ff | 18 | 1 entries | source ↗ · inspect |
ed3a906df426 | 99 | 4 entries | source ↗ · inspect |
ee24c587d358 | 7 | 1 entries | source ↗ · inspect |
ee90f2323bf7 | 12 | 2 entries | source ↗ · inspect |
ee9dc43c47ec | 39 | 4 entries | source ↗ · inspect |
eec80e631b98 | 11 | 1 entries | source ↗ · inspect |
eed6f7718603 | 47 | 4 entries | source ↗ · inspect |
ef205046da4e | 25 | 4 entries | source ↗ · inspect |
efd76ea1d6ce | 10 | 1 entries | source ↗ · inspect |
efe4bd647c5c | 35 | 4 entries | source ↗ · inspect |
f095bc7697c2 | 14 | 0 entries | source ↗ · inspect |
f0adf6452ffa | 15 | 0 entries | source ↗ · inspect |
f2930615ebb5 | 13 | 1 entries | source ↗ · inspect |
f33b03c8b4d3 | 28 | 4 entries | source ↗ · inspect |
f3d617de2179 | 44 | 4 entries | source ↗ · inspect |
f56f1708001a | 53 | 6 entries | source ↗ · inspect |
f5708db0e156 | 30 | 3 entries | source ↗ · inspect |
f6ede995512b | 43 | 10 entries | source ↗ · inspect |
f7a4f59e82c3 | 25 | 3 entries | source ↗ · inspect |
f8003bcfe7f9 | 34 | 3 entries | source ↗ · inspect |
f950156bd03d | 22 | 3 entries | source ↗ · inspect |
f9a45bf94f0a | 21 | 1 entries | source ↗ · inspect |
fac5fa7ae1d1 | 17 | 2 entries | source ↗ · inspect |
fb746240b0e2 | 83 | 8 entries | source ↗ · inspect |
fc4e6e3dd004 | 27 | 2 entries | source ↗ · inspect |
fd597abec6c6 | 12 | 0 entries | source ↗ · inspect |
fdc5ee241a49 | 34 | 1 entries | source ↗ · inspect |
fefd35d0ca6a | 22 | 3 entries | source ↗ · inspect |
ff03bcfa33ec | 26 | 4 entries | source ↗ · inspect |
fff972f0193f | 19 | 3 entries | source ↗ · inspect |
Each row is the profile evh dataset-items --dataset-id few_nerd_280 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
- gold/few_nerd_280 gold · promoted from person the dataset's authors
04labels
No labels yet. A sheet to fill: evh label-sheet --dataset-id few_nerd_280 --out sheet.csv; a run's outputs as a model set: evh label-from-run --run R --set S.