Baselines
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
Baselines has 14 facts recorded in Dontopedia across 3 references, with 2 live disagreements.
Mostly:requires(2), require implementation of(2), are simple to build(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (6)
Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.
comparesCompares(1)
- Experiment 1
ex:experiment-1
involvesSettingInvolves Setting(1)
- Next Steps
ex:next-steps
isIs(1)
- Missing Piece
ex:missing-piece
needsBaselinesNeeds Baselines(1)
- Multi Seed Mnist
ex:multi-seed-mnist
plansToBuildPlans to Build(1)
- Xenonfun
ex:xenonfun
setsSets(1)
- Next Steps
ex:next-steps
Other facts (13)
The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.
| Predicate | Value | Ref |
|---|---|---|
| Requires | Run Standard Training | [1] |
| Requires | Run Random Nas | [1] |
| Require Implementation of | Run Standard Training | [3] |
| Require Implementation of | Run Random Nas | [3] |
| Are Simple to Build | Random Nas | [1] |
| Simple to Implement | Run Standard Training | [1] |
| Is Missing Piece | Replication Plan | [1] |
| Rdf:type | Metric Reference | [2] |
| Requires Realism | true | [2] |
| Property | Realism | [2] |
| Required Property | Realism | [2] |
| Described As | Simple | [3] |
| Will Be Built When | Agents Finish | [3] |
Timeline
Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.
References (3)
ctx:discord/blah/watt-activation/part-466ctx:claims/beam/d468ddb2-7e4e-4243-badc-22b057dc3939- full textbeam-chunktext/plain1 KB
doc:beam/d468ddb2-7e4e-4243-badc-22b057dc3939Show excerpt
- Go through each business goal and ensure that everyone is aligned and understands the importance of these goals. - Discuss any changes or updates to the goals since the project began. 3. **Clarify Expectations** - Clarify any am…
ctx:discord/blah/watt-activation/464- full textwatt-activation-464text/plain3 KB
doc:agent/watt-activation-464/599938d0-3182-4b42-bb04-4488236f82bcShow excerpt
[2026-03-21 18:08] xenonfun: ``` Key observations: - Rust achieves significantly higher accuracy (99.1% vs 89.5% best) — the GPU-accelerated training does more effective optimization per epoch - Gelation detected at the same step (12)…
See also
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