Claims › ext:b76ae01ee00dd8a3 › line of work

Its line of work

We show by experiments that despite the effective ResNets and Faster R-CNN systems, the design of NoCs is an essential element for the 1st-place winning entries in ImageNet and MS COCO challenges 2015.

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.

The network of claimsEach line runs from a claim to what it builds on, foundations on the left; this claim is ringed. Human literature enters as registered claims (squares).

● 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 13.2 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
We show by experiments that despite the effective ResNets and Faster R-CNN systems, the design of NoCs is an essential…	○ unchecked	yes	0.55	0	8.8	Solely due to our extremely deep representations, we obtain a 28% relative improvement on the COCO object detection dat…
Solely due to our extremely deep representations, we obtain a 28% relative improvement on the COCO object detection dat…	○ unchecked	yes	0.55	0	13.2	—

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	Solely due to our extremely deep representations, we obtain a 28% relative improvement on the COCO object detection dataset.this claim takes its method from it, as the citing paper says · human literature · ext:c10896e1902e4588	0.55
this claim	unchecked	We show by experiments that despite the effective ResNets and Faster R-CNN systems, the design of NoCs is an essential element for the 1st-place winning entrie…human literature · ext:b76ae01ee00dd8a3	0.55

Background mentions carry no weight and are not part of the line. Every number recomputes from the public log.