MNIST
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
MNIST has 19 facts recorded in Dontopedia across 15 references, with 1 live disagreement.
19 facts·15 predicates·15 sources·1 in dispute
Mostly:rdf:type(3), is standard task(2), is easy dataset(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (25)
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.
containsTermContains Term(2)
- Search 1
ex:search-1 - Search Query 1
ex:search-query-1
hasDatasetHas Dataset(2)
- Augmentation Effect on Mnist
ex:augmentation-effect-on-mnist - Experiment 1a
ex:experiment-1a
usesDatasetUses Dataset(2)
- Experiment 1a
ex:experiment-1a - Experiment 3
ex:experiment-3
causesOverfittingCauses Overfitting(1)
- 1000 Sample Subset
ex:1000-sample-subset
implementsImplements(1)
- Commit 2
ex:commit-2
includesIncludes(1)
- Image Datasets
ex:image-datasets
includesDatasetIncludes Dataset(1)
- Image Datasets
ex:image-datasets
includesTaskIncludes Task(1)
- Tasks Xor Sine Mnist Fashion Mnist Cifar 10
ex:tasks-xor-sine-mnist-fashion-mnist-cifar-10
isBenchmarkDatasetIs Benchmark Dataset(1)
- Mnist
ex:mnist
isPartOfIs Part of(1)
- Small Mnist Subset
ex:small-mnist-subset
isStandardDatasetIs Standard Dataset(1)
- Mnist Task
ex:mnist-task
overfitsMnistOverfits Mnist(1)
- Rust Euclidean Mlp
ex:rust-euclidean-mlp
performedPoorlyPerformed Poorly(1)
- Rust Euclidean Cnn
ex:rust-euclidean-cnn
provenEffectiveForProven Effective for(1)
- Symbiogenesis Experiment
ex:symbiogenesis-experiment
referencesDatasetReferences Dataset(1)
- Text
ex:text
referencesStandardDatasetReferences Standard Dataset(1)
- Mnist 5k 1k Task
ex:mnist-5k-1k-task
relatedToDatasetRelated to Dataset(1)
- Fashion Mnist
ex:fashion-mnist
shouldTrySameStuffOnShould Try Same Stuff on(1)
- Future Plan
ex:future-plan
showsRustAccuracySuperiorityShows Rust Accuracy Superiority(1)
- Rust Python Comparison
ex:rust-python-comparison
symbiogenesisExperimentWorkedForSymbiogenesis Experiment Worked for(1)
- Lisamegawatts
ex:lisamegawatts
targetsTargets(1)
- Lohe Manifold Approach
ex:lohe-manifold-approach
trainsOnTrains on(1)
- Symbiogenesis Mlp Only
ex:symbiogenesis-mlp-only
Other facts (18)
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.
18 facts
| Predicate | Value | Ref |
|---|---|---|
| Rdf:type | Dataset | [12] |
| Rdf:type | Search Term | [13] |
| Rdf:type | Dataset | [15] |
| Is Standard Task | true | [5] |
| Is Standard Task | true | [9] |
| Is Easy Dataset | null | [1] |
| Is Better Data Type Than Current | true | [2] |
| Should Be Better Type of Data in Theory | true | [2] |
| Is Referenced As | Small Classification Task | [3] |
| Is Standard Dataset | true | [4] |
| Is Dataset | true | [6] |
| Is Task | true | [6] |
| Serves As Standard Benchmark | True | [7] |
| Evaluated All Approaches | Approaches | [8] |
| Is Benchmark Dataset | Mnist | [8] |
| Is Standard Benchmark | null | [10] |
| Lacks Need for Conv | null | [11] |
| Referenced Dataset | null | [11] |
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.
—
isEasyDatasetblah/watt-activation/part-2
null
—
isBetterDataTypeThanCurrentblah/watt-activation/part-10
true
—
shouldBeBetterTypeOfDataInTheoryblah/watt-activation/part-10
true
—
isReferencedAsblah/watt-activation/part-253
ex:small-classification-task
—
isStandardDatasetblah/watt-activation/part-442
true
—
isStandardTaskblah/watt-activation/part-461
true
—
isDatasetblah/watt-activation/part-464
true
—
isTaskblah/watt-activation/part-464
true
—
servesAsStandardBenchmarkblah/watt-activation/part-465
ex:true
—
evaluatedAllApproachesblah/watt-activation/part-480
ex:approaches
—
isBenchmarkDatasetblah/watt-activation/part-480
ex:mnist
—
isStandardTaskblah/watt-activation/part-477
true
—
isStandardBenchmarkblah/watt-activation/part-469
null
—
lacksNeedForConvblah/watt-activation/part-479
null
—
referencedDatasetblah/watt-activation/part-479
null
—
typeblah/watt-activation/305
ex:Dataset
—
typeblah/watt-activation/439
ex:SearchTerm
—
labelblah/watt-activation/467
MNIST
—
typeblah/watt-activation/466
ex:Dataset
References (15)
15 references
ctx:discord/blah/watt-activation/part-2ctx:discord/blah/watt-activation/part-10ctx:discord/blah/watt-activation/part-253ctx:discord/blah/watt-activation/part-442ctx:discord/blah/watt-activation/part-461ctx:discord/blah/watt-activation/part-464ctx:discord/blah/watt-activation/part-465ctx:discord/blah/watt-activation/part-480ctx:discord/blah/watt-activation/part-477ctx:discord/blah/watt-activation/part-469ctx:discord/blah/watt-activation/part-479ctx:discord/blah/watt-activation/305- full textwatt-activation-305text/plain3 KB
doc:agent/watt-activation-305/4309ac1d-dc27-4020-9ee7-50e427dd436eShow excerpt
[2026-03-14 12:17] lisamegawatts: well we still crushing neat, but apparently that under compute matched baseline so we going to do yet another 5 seed for conclusive apples to apples neat vs symbio at NAS [2026-03-14 12:27] xenonfun: (file…
ctx:discord/blah/watt-activation/439- full textwatt-activation-439text/plain1 KB
doc:agent/watt-activation-439/3abd6d4e-d8b7-44f7-99ae-65a3fcc8b476Show excerpt
[2026-03-20 15:36] omega [bot]: 🔧 1/3: search ✅ Success **Args:** ```json { "query": "Lohe-Native FedSym oscillator group fusion FedSym PR #7 FedSym experiments symbiogenesis Kuramoto population Fashion-MNIST MNIST" } ``` **Result:** ```j…
ctx:discord/blah/watt-activation/467- full textwatt-activation-467text/plain2 KB
doc:agent/watt-activation-467/c930d82c-5d05-4a3d-8a95-fd7a748d10a1Show excerpt
[2026-03-21 18:44] xenonfun: ``` Experiment 1a: MNIST (5k/1k, 200 iter) ┌────────────────┬─────────────────────────────┬─────────┐ │ │ Python │ Rust │ ├────────────────┼───────────────────────…
ctx:discord/blah/watt-activation/466- full textwatt-activation-466text/plain3 KB
doc:agent/watt-activation-466/a3a63aa0-7a24-45e3-ab81-70bd522fcd80Show excerpt
[2026-03-21 18:43] xenonfun: ``` Rust Replication Results (vs Python) Experiment 4: XOR Parameter Efficiency ┌────────────────┬─────────────────┬──────────────────┐ │ │ Python │ Rust │ ├──────…
See also
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