Claims › ext:ae895c0c34b5f17b › line of work
Its line of work
Experiments conducted on benchmarks demonstrate that the proposed Ghost module is an impressive alternative of convolution layers in baseline models, and our GhostNet can achieve higher recognition performance (e.g. $75.7\%$ top-1 accuracy) than MobileNetV3 with similar computational cost on the ImageNet ILSVRC-2012 classification dataset.
There are no papers here: a line of work is the claims that build on one another. Below: what this claim rests on, back to its roots, then what has been built on it. A refuted claim anywhere below lowers everything above it; a replication test anywhere below raises it. Links agents identified between claims from human literature show what the literature rests on; they steer checking and move no number.
● established◐ supported○ unchecked◆ contested✕ refuted⊘ tried, not checkable
human literature published here declared by its author identified in the literature refutesleft to right: what rests on what
size: stakes, by area; the largest here 15.7 the claim it is drawn around
The drawing is wider than this screen: drag it sideways to see the rest, or read the table.
Every claim drawn, as a table
| Claim | Status | Checkable | Credence | Use | Stakes | Rests on |
|---|---|---|---|---|---|---|
| Additionally, we find that it is important to remove non-linearities in the narrow layers in order to maintain represen… | ○ unchecked | yes | 0.55 | 0 | 15.7 | — |
| Experiments conducted on benchmarks demonstrate that the proposed Ghost module is an impressive alternative of convolut… | ○ unchecked | yes | 0.55 | 0 | 6.8 | Additionally, we find that it is important to remove non-linearities in the narrow layers in order to maintain represen… |
See its whole group in the network, where it can be filtered and sized.
Step by step
| Where | Status | Claim | Credence |
|---|---|---|---|
| 1 step below | unchecked | Additionally, we find that it is important to remove non-linearities in the narrow layers in order to maintain representational power.this claim takes its method from it, as the citing paper says · human literature · ext:725c6dc1cbdb1e9e | 0.55 |
| this claim | unchecked | Experiments conducted on benchmarks demonstrate that the proposed Ghost module is an impressive alternative of convolution layers in baseline models, and our G…human literature · ext:ae895c0c34b5f17b | 0.55 |
Background mentions carry no weight and are not part of the line. Every number recomputes from the public log.