K=2 SGC matches or slightly exceeds TextGCN accuracy on 20NG, R8, R52, and Ohsumed while training much faster; on MR it is 0.4 percentage points lower, though still faster. The largest reported speedup is 83.6×.

K=2 SGC matches or slightly exceeds TextGCN accuracy on 20NG, R8, R52, and Ohsumed while training much faster; on MR it is 0.4 percentage points lower, though still faster. The largest reported speedup is 83.6×. · CiteArk

Measurement results

0/21 assessed

0 supported0 disputed or conflicting21 not assessed

The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.

Each row is a measurement with its reported value, latest available observation, and cumulative evidence state.
Metric and conditions	Reported	Latest observation	Evidence judgment
reportedPlusMinus: 0.2	87.9%	—	Not assessed
reportedPlusMinus: 144.5	1,205.1 seconds	—	Not assessed
reportedPlusMinus: 0.1	88.5%	—	Not assessed
reportedPlusMinus: 0.15	19.06 seconds	—	Not assessed
reportedPlusMinus: 0.2	97%	—	Not assessed
reportedPlusMinus: 9.9	129.6 seconds	—	Not assessed
reportedPlusMinus: 0.1	97.2%	—	Not assessed
reportedPlusMinus: 0.03	1.9 seconds	—	Not assessed
reportedPlusMinus: 0.2	93.8%	—	Not assessed
reportedPlusMinus: 13	245 seconds	—	Not assessed
reportedPlusMinus: 0.2	94%	—	Not assessed
reportedPlusMinus: 0.01	3.01 seconds	—	Not assessed

K=2 SGC matches or slightly exceeds TextGCN accuracy on 20NG, R8, R52, and Ohsumed while training much faster; on MR it is 0.4 percentage points lower, though still faster. The largest reported speedup is 83.6×.

Reported and observed measurements

Assessments (0)

Runs (0)

Measurement results